{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Output\cooperativeagreements.UQFE.11-11-2020.MANUSCRIPT MODELS.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res}11 Nov 2020, 11:45:50
{txt}
{com}. 
. 
. 
. 
. 
. *** ALL COOPERATIVE AGREEMENTS [NEW AWARDS, CONTINUATION OF PREVIOUS AWARDS, & REVISIONS OF EXISTING AWARDS] ***
. 
. 
. *** SUPPLEMENTARY ANALYSES INVOLVING BOTH AGENCY HEAD MANAGERIAL COMPETENCE & AGENCY STAFF TECHNICAL EXPERTISE CONDITIONAL EFFECTS BY PARTER ORGANIZATION TYPE [INCLUDING AGENCY HEAD POLICY EXPERTISE] *** 
. 
. 
. **** ACCESS DATABASE ***
. 
. use "C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Data\cooperativeagreements.grantlevel.11-06-2020.dta", replace
{txt}
{com}. 
. 
. 
. set matsize 10000
{txt}{bf:set matsize} ignored.
{p 4 4 2}
Matrix sizes are no longer limited by
{bf:c(matsize)} in modern Statas.
Matrix sizes are now limited by flavor of Stata.
See {help limits} for more details.
{p_end}

{com}. 
. 
. 
. *** CREATE ANNUAL BINARY INDICATORS ***
. 
. gen year_88 = 1 if year_qtr_17==1 | year_qtr_18==1 | year_qtr_19==1 | year_qtr_20==1
{txt}(364,996 missing values generated)

{com}. replace year_88=0 if year_88==.
{txt}(364,996 real changes made)

{com}. *
. gen year_89 = 1 if year_qtr_21==1 | year_qtr_22==1 | year_qtr_23==1 | year_qtr_24==1
{txt}(365,249 missing values generated)

{com}. replace year_89 = 0 if year_89==.
{txt}(365,249 real changes made)

{com}. *
. gen year_90 = 1 if year_qtr_25==1 | year_qtr_26==1 | year_qtr_27==1 | year_qtr_28==1
{txt}(365,095 missing values generated)

{com}. replace year_90 = 0 if year_90==.
{txt}(365,095 real changes made)

{com}. *
. gen year_91 = 1 if year_qtr_29==1 | year_qtr_30==1 | year_qtr_31==1 | year_qtr_32==1
{txt}(365,083 missing values generated)

{com}. replace year_91 = 0 if year_91==.
{txt}(365,083 real changes made)

{com}. *
. gen year_92 = 1 if year_qtr_33==1 | year_qtr_34==1 | year_qtr_35==1 | year_qtr_36==1
{txt}(364,539 missing values generated)

{com}. replace year_92 = 0 if year_92==.
{txt}(364,539 real changes made)

{com}. *
. gen year_93 = 1 if year_qtr_37==1 | year_qtr_38==1 | year_qtr_39==1 | year_qtr_40==1
{txt}(363,810 missing values generated)

{com}. replace year_93 = 0 if year_93==.
{txt}(363,810 real changes made)

{com}. *
. gen year_94 = 1 if year_qtr_41==1 | year_qtr_42==1 | year_qtr_43==1 | year_qtr_44==1
{txt}(362,387 missing values generated)

{com}. replace year_94 = 0 if year_94==.
{txt}(362,387 real changes made)

{com}. *
. gen year_95 = 1 if year_qtr_45==1 | year_qtr_46==1 | year_qtr_47==1 | year_qtr_48==1
{txt}(360,944 missing values generated)

{com}. replace year_95 = 0 if year_95==.
{txt}(360,944 real changes made)

{com}. *
. gen year_96 = 1 if year_qtr_49==1 | year_qtr_50==1 | year_qtr_51==1 | year_qtr_52==1
{txt}(359,685 missing values generated)

{com}. replace year_96=0 if year_96==.
{txt}(359,685 real changes made)

{com}. *
. gen year_97 = 1 if year_qtr_53==1 | year_qtr_54==1 | year_qtr_55==1 | year_qtr_56==1
{txt}(360,479 missing values generated)

{com}. replace year_97 = 0 if year_97==.
{txt}(360,479 real changes made)

{com}. *
. gen year_98 = 1 if year_qtr_57==1 | year_qtr_58==1 | year_qtr_59==1 | year_qtr_60==1
{txt}(360,348 missing values generated)

{com}. replace year_98 = 0 if year_98==.
{txt}(360,348 real changes made)

{com}. *
. gen year_99 = 1 if year_qtr_61==1 | year_qtr_62==1 | year_qtr_63==1 | year_qtr_64==1
{txt}(359,742 missing values generated)

{com}. replace year_99 = 0 if year_99==.
{txt}(359,742 real changes made)

{com}. *
. gen year_00 = 1 if year_qtr_65==1 | year_qtr_66==1 | year_qtr_67==1 | year_qtr_68==1
{txt}(358,623 missing values generated)

{com}. replace year_00 = 0 if year_00==.
{txt}(358,623 real changes made)

{com}. *
. gen year_01 = 1 if year_qtr_69==1 | year_qtr_70==1 | year_qtr_71==1 | year_qtr_72==1
{txt}(357,667 missing values generated)

{com}. replace year_01 = 0 if year_01==.
{txt}(357,667 real changes made)

{com}. *
. gen year_02 = 1 if year_qtr_73==1 | year_qtr_74==1 | year_qtr_75==1 | year_qtr_76==1
{txt}(356,614 missing values generated)

{com}. replace year_02 = 0 if year_02==.
{txt}(356,614 real changes made)

{com}. *
. gen year_03 = 1 if year_qtr_77==1 | year_qtr_78==1 | year_qtr_79==1 | year_qtr_80==1
{txt}(353,805 missing values generated)

{com}. replace year_03 = 0 if year_03==.
{txt}(353,805 real changes made)

{com}. *
. gen year_04 = 1 if year_qtr_81==1 | year_qtr_82==1 | year_qtr_83==1 | year_qtr_84==1
{txt}(350,541 missing values generated)

{com}. replace year_04 = 0 if year_04==.
{txt}(350,541 real changes made)

{com}. *
. gen year_05 = 1 if year_qtr_85==1 | year_qtr_86==1 | year_qtr_87==1 | year_qtr_88==1
{txt}(354,385 missing values generated)

{com}. replace year_05 = 0 if year_05==.
{txt}(354,385 real changes made)

{com}. *
. gen year_06 = 1 if year_qtr_89==1 | year_qtr_90==1 | year_qtr_91==1 | year_qtr_92==1
{txt}(352,957 missing values generated)

{com}. replace year_06 = 0 if year_06==.
{txt}(352,957 real changes made)

{com}. *
. gen year_07 = 1 if year_qtr_93==1 | year_qtr_94==1 | year_qtr_95==1 | year_qtr_96==1
{txt}(319,691 missing values generated)

{com}. replace year_07 = 0 if year_07==.
{txt}(319,691 real changes made)

{com}. *
. gen year_08 = 1 if year_qtr_97==1 | year_qtr_98==1 | year_qtr_99==1 | year_qtr_100==1
{txt}(318,182 missing values generated)

{com}. replace year_08 = 0 if year_08==.
{txt}(318,182 real changes made)

{com}. 
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
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. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. 
. 
. *** OBTAIN DESCRIPTIVE STATISTICS FOR RELEVANT COVARIATES TO COMPUTE POSITIVE INTERQUARTILE UNIT CHANGE ///
> *** IN MANAGERIAL COMPETENCE [zmanage2_abszero] & AGENCY STAFF TECHNICAL EXPERTISE [perc_tech] BASED ON EFFECTIVE SAMPLE [N = 241,730] ***
. 
. quietly xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof nongov_recip  ///
> zloyalty2_abszero  electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ceo  privmgt ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(05)
{txt}
{com}. *
. *
. *
. 
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [FULL SAMPLE: N = 241,730] *
. sum zpolicy2_abszero if e(sample), detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5446992       9.81e-08
{txt}10%    {res} .6522943       9.81e-08       {txt}Obs         {res}    241,730
{txt}25%    {res} 1.452532       9.81e-08       {txt}Sum of Wgt. {res}    241,730

{txt}50%    {res} 1.849288                      {txt}Mean          {res} 1.991068
                        {txt}Largest       Std. Dev.     {res} .9070974
{txt}75%    {res} 2.501583       4.377769
{txt}90%    {res} 3.372429       4.377769       {txt}Variance      {res} .8228258
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .3822215
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 2.779055
{txt}
{com}. display  2.501583 - 1.452532
{res}1.049051
{txt}
{com}. *
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [GOVERNMENT SUBSAMPLE: N = 151,851] *
. sum zpolicy2_abszero if e(sample) & nongov_recip==0, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5884103       9.81e-08
{txt}10%    {res} .6522943       9.81e-08       {txt}Obs         {res}    151,851
{txt}25%    {res} 1.452532       9.81e-08       {txt}Sum of Wgt. {res}    151,851

{txt}50%    {res} 1.849288                      {txt}Mean          {res}   1.9713
                        {txt}Largest       Std. Dev.     {res}   .88923
{txt}75%    {res} 2.478046       4.377769
{txt}90%    {res} 3.231211       4.377769       {txt}Variance      {res}   .79073
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .3579043
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 2.888335
{txt}
{com}. display  2.478046 - 1.452532
{res}1.025514
{txt}
{com}. *
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [NON-GOVERNMENT SUBSAMPLE: N = 89,879] *
. sum zpolicy2_abszero if e(sample) & nongov_recip==1, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5446992       9.81e-08
{txt}10%    {res} .5917722       9.81e-08       {txt}Obs         {res}     89,879
{txt}25%    {res} 1.519779       9.81e-08       {txt}Sum of Wgt. {res}     89,879

{txt}50%    {res} 1.849288                      {txt}Mean          {res} 2.024465
                        {txt}Largest       Std. Dev.     {res} .9355669
{txt}75%    {res} 2.501583       4.377769
{txt}90%    {res} 3.543909       4.377769       {txt}Variance      {res} .8752855
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .4073882
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 2.596653
{txt}
{com}. display  2.501583 - 1.519779
{res}.981804
{txt}
{com}. *
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [NON-PROFIT/NON-GOVERNMENT SUBSAMPLE: N = 44,333] *
. sum zpolicy2_abszero if e(sample) & nonprofit_recip==1, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .8204123       9.81e-08
{txt}10%    {res} 1.116298       9.81e-08       {txt}Obs         {res}     44,333
{txt}25%    {res} 1.718157       9.81e-08       {txt}Sum of Wgt. {res}     44,333

{txt}50%    {res} 1.929985                      {txt}Mean          {res} 2.069254
                        {txt}Largest       Std. Dev.     {res} .8528844
{txt}75%    {res} 2.320016       4.377769
{txt}90%    {res} 3.547271       4.377769       {txt}Variance      {res} .7274117
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .7134789
{txt}99%    {res} 4.028086       4.377769       {txt}Kurtosis      {res} 3.189072
{txt}
{com}. display  2.320016 - 1.718157
{res}.601859
{txt}
{com}. 
. * AGENCY HEAD POLICY COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD [PRIVATE/NON-GOVERNMENT SUBSAMPLE: N = 45,546] *
. sum zpolicy2_abszero if e(sample) & private_recip==1, detail 

                      {txt}zpolicy2_abszero
{hline 61}
      Percentiles      Smallest
 1%    {res} .5446992       9.81e-08
{txt} 5%    {res} .5446992       9.81e-08
{txt}10%    {res} .5446992       9.81e-08       {txt}Obs         {res}     45,546
{txt}25%    {res} 1.116298       9.81e-08       {txt}Sum of Wgt. {res}     45,546

{txt}50%    {res} 1.849288                      {txt}Mean          {res} 1.980869
                        {txt}Largest       Std. Dev.     {res} 1.007664
{txt}75%    {res} 2.807556       4.377769
{txt}90%    {res} 3.506923       4.377769       {txt}Variance      {res} 1.015387
{txt}95%    {res} 3.816258       4.377769       {txt}Skewness      {res} .2591402
{txt}99%    {res} 3.883505       4.377769       {txt}Kurtosis      {res} 2.165136
{txt}
{com}. display   2.807556 -  1.116298
{res}1.691258
{txt}
{com}. *
. *
. *
. 
. * AGENCY HEAD MANAGERIAL COMPETENCE INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD *
. * display 2.314321 -  1.12634
. 
. * AGENCY STAFF PROFESSIONALIM INTERQUARTILE DIFFERENCE FOR EFFECTIVE SAMPLE PERIOD *
. * display 0.3981229 -  0.2582625  
. 
.  
.  
.  
. *** I. MODEL 1.1: PROGRAM, SUBAGENCY, AND TIME FEs [WITH PROGRAM-CLUSTERED STANDARD ERRORS]: NON-GOVERNMENT PARTNER RECIPIENT ***
. 
. 
. 
. **** EVALUATE VARYING $-VALUED COOPERATIVE AGREEMENTS AT CONDITIONAL QUANTILES *****
. 
. 
. 
. ** UNCONDITIONAL QUANTILE FIXED EFFECTS MODEL [Q = 0.05, 0.10, 0.25, 0.50, 0.75, 0.90, 0.95] **
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. * Q = 0.05 [$ 2,126.956: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt pctagency_packing perc_prof nongov_recip  ///
> zloyalty2_abszero  electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, fe i(subagency) q(05)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.1076                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0756                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0762                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.5158                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}               rif_5{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 3892.989{col 34}{space 2} 870.1587{col 45}{space 1}    4.47{col 54}{space 3}0.000{col 62}{space 4} 2115.888{col 75}{space 3}  5670.09
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 1116.562{col 34}{space 2} 782.3743{col 45}{space 1}    1.43{col 54}{space 3}0.164{col 62}{space 4}-481.2591{col 75}{space 3} 2714.384
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 3143.259{col 34}{space 2} 1482.334{col 45}{space 1}    2.12{col 54}{space 3}0.042{col 62}{space 4} 115.9299{col 75}{space 3} 6170.588
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-6595.778{col 34}{space 2} 1816.607{col 45}{space 1}   -3.63{col 54}{space 3}0.001{col 62}{space 4}-10305.78{col 75}{space 3}-2885.772
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-72.73442{col 34}{space 2} 105.4984{col 45}{space 1}   -0.69{col 54}{space 3}0.496{col 62}{space 4}-288.1909{col 75}{space 3} 142.7221
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 43368.37{col 34}{space 2} 27118.27{col 45}{space 1}    1.60{col 54}{space 3}0.120{col 62}{space 4}-12014.53{col 75}{space 3} 98751.27
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-5552.517{col 34}{space 2} 3550.803{col 45}{space 1}   -1.56{col 54}{space 3}0.128{col 62}{space 4}-12804.23{col 75}{space 3} 1699.191
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2} 56.61178{col 34}{space 2} 735.8356{col 45}{space 1}    0.08{col 54}{space 3}0.939{col 62}{space 4}-1446.165{col 75}{space 3} 1559.389
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-57.77133{col 34}{space 2} 2917.316{col 45}{space 1}   -0.02{col 54}{space 3}0.984{col 62}{space 4}-6015.725{col 75}{space 3} 5900.182
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 683.4694{col 34}{space 2} 693.2767{col 45}{space 1}    0.99{col 54}{space 3}0.332{col 62}{space 4}-732.3906{col 75}{space 3} 2099.329
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-183.8993{col 34}{space 2}  255.263{col 45}{space 1}   -0.72{col 54}{space 3}0.477{col 62}{space 4} -705.216{col 75}{space 3} 337.4174
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-349.9658{col 34}{space 2} 477.0417{col 45}{space 1}   -0.73{col 54}{space 3}0.469{col 62}{space 4}-1324.215{col 75}{space 3} 624.2833
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 601.9955{col 34}{space 2} 414.9808{col 45}{space 1}    1.45{col 54}{space 3}0.157{col 62}{space 4}-245.5083{col 75}{space 3} 1449.499
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 2226.301{col 34}{space 2} 1098.461{col 45}{space 1}    2.03{col 54}{space 3}0.052{col 62}{space 4}-17.05558{col 75}{space 3} 4469.658
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2}-49.64999{col 34}{space 2} 246.5651{col 45}{space 1}   -0.20{col 54}{space 3}0.842{col 62}{space 4}-553.2031{col 75}{space 3} 453.9031
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 1444.954{col 34}{space 2} 757.1384{col 45}{space 1}    1.91{col 54}{space 3}0.066{col 62}{space 4}-101.3287{col 75}{space 3} 2991.237
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 137.1828{col 34}{space 2} 57.74515{col 45}{space 1}    2.38{col 54}{space 3}0.024{col 62}{space 4} 19.25149{col 75}{space 3} 255.1141
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2}  71.7763{col 34}{space 2} 53.03647{col 45}{space 1}    1.35{col 54}{space 3}0.186{col 62}{space 4}-36.53862{col 75}{space 3} 180.0912
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 5365.353{col 34}{space 2} 2970.515{col 45}{space 1}    1.81{col 54}{space 3}0.081{col 62}{space 4}-701.2481{col 75}{space 3} 11431.95
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 1932.086{col 34}{space 2} 2123.849{col 45}{space 1}    0.91{col 54}{space 3}0.370{col 62}{space 4}-2405.393{col 75}{space 3} 6269.565
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 617.2911{col 34}{space 2} 319.9116{col 45}{space 1}    1.93{col 54}{space 3}0.063{col 62}{space 4}-36.05555{col 75}{space 3} 1270.638
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 162.0009{col 34}{space 2} 115.9523{col 45}{space 1}    1.40{col 54}{space 3}0.173{col 62}{space 4}-74.80527{col 75}{space 3}  398.807
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 153.4504{col 34}{space 2} 114.4604{col 45}{space 1}    1.34{col 54}{space 3}0.190{col 62}{space 4}-80.30891{col 75}{space 3} 387.2097
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-487.1051{col 34}{space 2} 1286.343{col 45}{space 1}   -0.38{col 54}{space 3}0.708{col 62}{space 4}-3114.167{col 75}{space 3} 2139.957
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 1454.746{col 34}{space 2}  1762.69{col 45}{space 1}    0.83{col 54}{space 3}0.416{col 62}{space 4}-2145.147{col 75}{space 3} 5054.639
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 643.9152{col 34}{space 2} 2303.678{col 45}{space 1}    0.28{col 54}{space 3}0.782{col 62}{space 4}-4060.823{col 75}{space 3} 5348.653
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-1851.305{col 34}{space 2} 2569.733{col 45}{space 1}   -0.72{col 54}{space 3}0.477{col 62}{space 4}  -7099.4{col 75}{space 3} 3396.789
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-741.4371{col 34}{space 2} 2676.934{col 45}{space 1}   -0.28{col 54}{space 3}0.784{col 62}{space 4}-6208.466{col 75}{space 3} 4725.591
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-2365.243{col 34}{space 2} 1864.887{col 45}{space 1}   -1.27{col 54}{space 3}0.214{col 62}{space 4}-6173.851{col 75}{space 3} 1443.365
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-759.5424{col 34}{space 2} 2710.874{col 45}{space 1}   -0.28{col 54}{space 3}0.781{col 62}{space 4}-6295.886{col 75}{space 3} 4776.801
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-1294.275{col 34}{space 2} 1599.951{col 45}{space 1}   -0.81{col 54}{space 3}0.425{col 62}{space 4}-4561.811{col 75}{space 3} 1973.262
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2}-2753.859{col 34}{space 2}  1800.48{col 45}{space 1}   -1.53{col 54}{space 3}0.137{col 62}{space 4} -6430.93{col 75}{space 3} 923.2114
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-2743.371{col 34}{space 2}  2049.06{col 45}{space 1}   -1.34{col 54}{space 3}0.191{col 62}{space 4}-6928.109{col 75}{space 3} 1441.367
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} -1755.25{col 34}{space 2} 3082.342{col 45}{space 1}   -0.57{col 54}{space 3}0.573{col 62}{space 4}-8050.232{col 75}{space 3} 4539.731
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-3747.858{col 34}{space 2} 1911.584{col 45}{space 1}   -1.96{col 54}{space 3}0.059{col 62}{space 4}-7651.833{col 75}{space 3}  156.118
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-1505.817{col 34}{space 2} 1262.925{col 45}{space 1}   -1.19{col 54}{space 3}0.242{col 62}{space 4}-4085.054{col 75}{space 3}  1073.42
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-2419.752{col 34}{space 2} 1432.824{col 45}{space 1}   -1.69{col 54}{space 3}0.102{col 62}{space 4}-5345.968{col 75}{space 3} 506.4641
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-2964.329{col 34}{space 2}  2778.53{col 45}{space 1}   -1.07{col 54}{space 3}0.295{col 62}{space 4}-8638.844{col 75}{space 3} 2710.187
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-3446.295{col 34}{space 2} 1886.403{col 45}{space 1}   -1.83{col 54}{space 3}0.078{col 62}{space 4}-7298.844{col 75}{space 3} 406.2538
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-4519.298{col 34}{space 2} 1866.342{col 45}{space 1}   -2.42{col 54}{space 3}0.022{col 62}{space 4}-8330.877{col 75}{space 3} -707.718
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-13030.31{col 34}{space 2} 5854.263{col 45}{space 1}   -2.23{col 54}{space 3}0.034{col 62}{space 4}-24986.31{col 75}{space 3} -1074.31
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}-11123.43{col 34}{space 2} 6267.183{col 45}{space 1}   -1.77{col 54}{space 3}0.086{col 62}{space 4}-23922.72{col 75}{space 3} 1675.869
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-48111.55{col 34}{space 2} 23296.86{col 45}{space 1}   -2.07{col 54}{space 3}0.048{col 62}{space 4}-95690.09{col 75}{space 3}-533.0152
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 15075.459
             {txt}sigma_e {c |} {res}  25586.02
                 {txt}rho {c |} {res} .25770031{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2810229{col 39} -2796475{col 50}    28{col 58}  5593006{col 69}  5593297
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.05 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.05 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 4083.944{col 26}{space 2} 912.8408{col 37}{space 1}    4.47{col 46}{space 3}0.000{col 54}{space 4} 2219.674{col 67}{space 3} 5948.214
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
. * Q = 0.10 [$ 5,249.512: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero  ceo  privmgt  pctagency_packing perc_prof  nongov_recip ///
> zloyalty2_abszero electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, fe i(subagency) q(10)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.1074                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0040                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1014                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.3126                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_10{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 3759.076{col 34}{space 2} 902.2789{col 45}{space 1}    4.17{col 54}{space 3}0.000{col 62}{space 4} 1916.377{col 75}{space 3} 5601.775
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 1139.601{col 34}{space 2} 803.4169{col 45}{space 1}    1.42{col 54}{space 3}0.166{col 62}{space 4}-501.1952{col 75}{space 3} 2780.397
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 3108.096{col 34}{space 2} 1563.765{col 45}{space 1}    1.99{col 54}{space 3}0.056{col 62}{space 4}-85.53847{col 75}{space 3}  6301.73
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-7087.002{col 34}{space 2} 1959.074{col 45}{space 1}   -3.62{col 54}{space 3}0.001{col 62}{space 4}-11087.96{col 75}{space 3} -3086.04
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-77.97229{col 34}{space 2} 141.2603{col 45}{space 1}   -0.55{col 54}{space 3}0.585{col 62}{space 4}-366.4643{col 75}{space 3} 210.5197
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 38785.82{col 34}{space 2} 30104.42{col 45}{space 1}    1.29{col 54}{space 3}0.207{col 62}{space 4}-22695.61{col 75}{space 3} 100267.2
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-5756.906{col 34}{space 2} 3617.558{col 45}{space 1}   -1.59{col 54}{space 3}0.122{col 62}{space 4}-13144.95{col 75}{space 3} 1631.134
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-27.42426{col 34}{space 2} 969.8073{col 45}{space 1}   -0.03{col 54}{space 3}0.978{col 62}{space 4}-2008.035{col 75}{space 3} 1953.187
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-1571.735{col 34}{space 2} 2859.893{col 45}{space 1}   -0.55{col 54}{space 3}0.587{col 62}{space 4}-7412.416{col 75}{space 3} 4268.945
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 779.6277{col 34}{space 2} 1027.539{col 45}{space 1}    0.76{col 54}{space 3}0.454{col 62}{space 4}-1318.887{col 75}{space 3} 2878.142
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2} -620.393{col 34}{space 2} 323.3897{col 45}{space 1}   -1.92{col 54}{space 3}0.065{col 62}{space 4}-1280.843{col 75}{space 3} 40.05696
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-754.5979{col 34}{space 2} 736.0607{col 45}{space 1}   -1.03{col 54}{space 3}0.313{col 62}{space 4}-2257.834{col 75}{space 3} 748.6387
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 1074.417{col 34}{space 2} 468.1246{col 45}{space 1}    2.30{col 54}{space 3}0.029{col 62}{space 4} 118.3794{col 75}{space 3} 2030.455
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 2613.011{col 34}{space 2} 1137.095{col 45}{space 1}    2.30{col 54}{space 3}0.029{col 62}{space 4} 290.7546{col 75}{space 3} 4935.268
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 164.6359{col 34}{space 2}  395.706{col 45}{space 1}    0.42{col 54}{space 3}0.680{col 62}{space 4}-643.5035{col 75}{space 3} 972.7753
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 2360.942{col 34}{space 2} 695.9674{col 45}{space 1}    3.39{col 54}{space 3}0.002{col 62}{space 4} 939.5871{col 75}{space 3} 3782.297
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 253.4518{col 34}{space 2} 92.86658{col 45}{space 1}    2.73{col 54}{space 3}0.011{col 62}{space 4} 63.79291{col 75}{space 3} 443.1106
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 91.34214{col 34}{space 2} 55.48071{col 45}{space 1}    1.65{col 54}{space 3}0.110{col 62}{space 4}-21.96458{col 75}{space 3} 204.6489
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 6880.773{col 34}{space 2} 3115.662{col 45}{space 1}    2.21{col 54}{space 3}0.035{col 62}{space 4} 517.7421{col 75}{space 3}  13243.8
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 2032.524{col 34}{space 2} 2452.522{col 45}{space 1}    0.83{col 54}{space 3}0.414{col 62}{space 4}-2976.194{col 75}{space 3} 7041.241
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 876.9728{col 34}{space 2} 349.0791{col 45}{space 1}    2.51{col 54}{space 3}0.018{col 62}{space 4}  164.058{col 75}{space 3} 1589.887
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 226.1396{col 34}{space 2} 135.4654{col 45}{space 1}    1.67{col 54}{space 3}0.105{col 62}{space 4}-50.51762{col 75}{space 3} 502.7967
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 152.0865{col 34}{space 2} 129.5594{col 45}{space 1}    1.17{col 54}{space 3}0.250{col 62}{space 4}-112.5092{col 75}{space 3} 416.6821
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-615.7521{col 34}{space 2} 1804.617{col 45}{space 1}   -0.34{col 54}{space 3}0.735{col 62}{space 4}-4301.271{col 75}{space 3} 3069.767
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 1940.254{col 34}{space 2} 2324.905{col 45}{space 1}    0.83{col 54}{space 3}0.411{col 62}{space 4}-2807.835{col 75}{space 3} 6688.342
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 3178.844{col 34}{space 2} 2427.307{col 45}{space 1}    1.31{col 54}{space 3}0.200{col 62}{space 4}-1778.379{col 75}{space 3} 8136.067
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-1523.677{col 34}{space 2}  3262.78{col 45}{space 1}   -0.47{col 54}{space 3}0.644{col 62}{space 4}-8187.162{col 75}{space 3} 5139.808
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-216.2135{col 34}{space 2} 3252.255{col 45}{space 1}   -0.07{col 54}{space 3}0.947{col 62}{space 4}-6858.204{col 75}{space 3} 6425.777
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-2217.901{col 34}{space 2} 2137.266{col 45}{space 1}   -1.04{col 54}{space 3}0.308{col 62}{space 4} -6582.78{col 75}{space 3} 2146.978
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-102.1744{col 34}{space 2} 3184.988{col 45}{space 1}   -0.03{col 54}{space 3}0.975{col 62}{space 4}-6606.789{col 75}{space 3}  6402.44
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-1733.566{col 34}{space 2} 1659.011{col 45}{space 1}   -1.04{col 54}{space 3}0.304{col 62}{space 4}-5121.718{col 75}{space 3} 1654.586
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} -2492.37{col 34}{space 2} 1688.014{col 45}{space 1}   -1.48{col 54}{space 3}0.150{col 62}{space 4}-5939.754{col 75}{space 3} 955.0133
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-3008.026{col 34}{space 2} 2199.227{col 45}{space 1}   -1.37{col 54}{space 3}0.182{col 62}{space 4}-7499.447{col 75}{space 3} 1483.395
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2}-772.7063{col 34}{space 2} 2672.399{col 45}{space 1}   -0.29{col 54}{space 3}0.774{col 62}{space 4}-6230.473{col 75}{space 3} 4685.061
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-3602.079{col 34}{space 2} 2324.084{col 45}{space 1}   -1.55{col 54}{space 3}0.132{col 62}{space 4}-8348.493{col 75}{space 3} 1144.334
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} -1272.66{col 34}{space 2} 1245.481{col 45}{space 1}   -1.02{col 54}{space 3}0.315{col 62}{space 4}-3816.273{col 75}{space 3} 1270.952
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-2238.871{col 34}{space 2} 1887.196{col 45}{space 1}   -1.19{col 54}{space 3}0.245{col 62}{space 4}-6093.039{col 75}{space 3} 1615.297
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-1344.273{col 34}{space 2} 3011.843{col 45}{space 1}   -0.45{col 54}{space 3}0.659{col 62}{space 4}-7495.278{col 75}{space 3} 4806.731
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-3579.674{col 34}{space 2} 2759.321{col 45}{space 1}   -1.30{col 54}{space 3}0.204{col 62}{space 4}-9214.958{col 75}{space 3} 2055.611
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-3925.214{col 34}{space 2} 2641.212{col 45}{space 1}   -1.49{col 54}{space 3}0.148{col 62}{space 4}-9319.288{col 75}{space 3}  1468.86
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} -13431.1{col 34}{space 2}  5680.44{col 45}{space 1}   -2.36{col 54}{space 3}0.025{col 62}{space 4} -25032.1{col 75}{space 3} -1830.09
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} -10690.3{col 34}{space 2} 6265.464{col 45}{space 1}   -1.71{col 54}{space 3}0.098{col 62}{space 4}-23486.08{col 75}{space 3} 2105.486
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-60819.56{col 34}{space 2} 22015.05{col 45}{space 1}   -2.76{col 54}{space 3}0.010{col 62}{space 4}-105780.3{col 75}{space 3}-15858.84
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 27576.708
             {txt}sigma_e {c |} {res} 31453.797
                 {txt}rho {c |} {res} .43460268{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2860117{col 39} -2846386{col 50}    28{col 58}  5692828{col 69}  5693119
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.10 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.10 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 3943.462{col 26}{space 2} 946.5366{col 37}{space 1}    4.17{col 46}{space 3}0.000{col 54}{space 4} 2010.377{col 67}{space 3} 5876.548
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
.   
. * Q = 0.25 [$ 17,862.89: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof  nongov_recip  ///
> zloyalty2_abszero electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, fe i(subagency) q(25)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0725                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0121                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1083                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.1147                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_25{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 2891.894{col 34}{space 2} 855.9371{col 45}{space 1}    3.38{col 54}{space 3}0.002{col 62}{space 4} 1143.837{col 75}{space 3} 4639.951
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 555.4168{col 34}{space 2} 1018.575{col 45}{space 1}    0.55{col 54}{space 3}0.590{col 62}{space 4} -1524.79{col 75}{space 3} 2635.624
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 2285.552{col 34}{space 2} 1845.675{col 45}{space 1}    1.24{col 54}{space 3}0.225{col 62}{space 4}-1483.819{col 75}{space 3} 6054.922
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-7244.082{col 34}{space 2} 2503.635{col 45}{space 1}   -2.89{col 54}{space 3}0.007{col 62}{space 4}-12357.19{col 75}{space 3}-2130.977
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 25.10315{col 34}{space 2} 203.7584{col 45}{space 1}    0.12{col 54}{space 3}0.903{col 62}{space 4} -391.027{col 75}{space 3} 441.2333
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 30312.46{col 34}{space 2} 28157.32{col 45}{space 1}    1.08{col 54}{space 3}0.290{col 62}{space 4}-27192.47{col 75}{space 3} 87817.38
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-3588.381{col 34}{space 2} 3377.118{col 45}{space 1}   -1.06{col 54}{space 3}0.296{col 62}{space 4}-10485.38{col 75}{space 3} 3308.613
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-1185.162{col 34}{space 2} 1765.009{col 45}{space 1}   -0.67{col 54}{space 3}0.507{col 62}{space 4}-4789.792{col 75}{space 3} 2419.467
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-2278.325{col 34}{space 2} 1870.942{col 45}{space 1}   -1.22{col 54}{space 3}0.233{col 62}{space 4}-6099.298{col 75}{space 3} 1542.649
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 931.6155{col 34}{space 2} 2248.339{col 45}{space 1}    0.41{col 54}{space 3}0.682{col 62}{space 4}-3660.106{col 75}{space 3} 5523.337
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-1111.179{col 34}{space 2} 688.7051{col 45}{space 1}   -1.61{col 54}{space 3}0.117{col 62}{space 4}-2517.702{col 75}{space 3} 295.3448
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-3948.052{col 34}{space 2} 1952.401{col 45}{space 1}   -2.02{col 54}{space 3}0.052{col 62}{space 4}-7935.388{col 75}{space 3} 39.28318
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 1457.932{col 34}{space 2} 810.2565{col 45}{space 1}    1.80{col 54}{space 3}0.082{col 62}{space 4}-196.8321{col 75}{space 3} 3112.697
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 4131.745{col 34}{space 2} 1040.814{col 45}{space 1}    3.97{col 54}{space 3}0.000{col 62}{space 4} 2006.119{col 75}{space 3} 6257.371
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 1185.855{col 34}{space 2} 578.6707{col 45}{space 1}    2.05{col 54}{space 3}0.049{col 62}{space 4} 4.052125{col 75}{space 3} 2367.659
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2}  3261.37{col 34}{space 2} 569.2132{col 45}{space 1}    5.73{col 54}{space 3}0.000{col 62}{space 4} 2098.882{col 75}{space 3} 4423.859
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 376.5644{col 34}{space 2}  148.285{col 45}{space 1}    2.54{col 54}{space 3}0.017{col 62}{space 4} 73.72597{col 75}{space 3} 679.4028
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 85.08994{col 34}{space 2} 56.30949{col 45}{space 1}    1.51{col 54}{space 3}0.141{col 62}{space 4}-29.90938{col 75}{space 3} 200.0893
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 6818.773{col 34}{space 2} 3343.523{col 45}{space 1}    2.04{col 54}{space 3}0.050{col 62}{space 4}-9.612242{col 75}{space 3} 13647.16
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 2039.061{col 34}{space 2} 3527.913{col 45}{space 1}    0.58{col 54}{space 3}0.568{col 62}{space 4}-5165.899{col 75}{space 3} 9244.021
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 1115.783{col 34}{space 2}  342.491{col 45}{space 1}    3.26{col 54}{space 3}0.003{col 62}{space 4} 416.3226{col 75}{space 3} 1815.243
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 270.2448{col 34}{space 2} 114.1312{col 45}{space 1}    2.37{col 54}{space 3}0.025{col 62}{space 4} 37.15771{col 75}{space 3} 503.3319
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 169.4502{col 34}{space 2} 132.5927{col 45}{space 1}    1.28{col 54}{space 3}0.211{col 62}{space 4}-101.3403{col 75}{space 3} 440.2407
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-1222.561{col 34}{space 2} 1217.585{col 45}{space 1}   -1.00{col 54}{space 3}0.323{col 62}{space 4}-3709.202{col 75}{space 3} 1264.081
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 3331.996{col 34}{space 2} 2310.267{col 45}{space 1}    1.44{col 54}{space 3}0.160{col 62}{space 4}  -1386.2{col 75}{space 3} 8050.191
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2}  2983.74{col 34}{space 2} 2472.593{col 45}{space 1}    1.21{col 54}{space 3}0.237{col 62}{space 4}-2065.968{col 75}{space 3} 8033.449
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-1682.525{col 34}{space 2} 3522.166{col 45}{space 1}   -0.48{col 54}{space 3}0.636{col 62}{space 4}-8875.748{col 75}{space 3} 5510.699
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} -1389.26{col 34}{space 2} 4285.472{col 45}{space 1}   -0.32{col 54}{space 3}0.748{col 62}{space 4}-10141.36{col 75}{space 3} 7362.842
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-4374.593{col 34}{space 2}  2557.18{col 45}{space 1}   -1.71{col 54}{space 3}0.097{col 62}{space 4}-9597.052{col 75}{space 3}  847.866
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} -128.268{col 34}{space 2} 2792.751{col 45}{space 1}   -0.05{col 54}{space 3}0.964{col 62}{space 4}-5831.826{col 75}{space 3}  5575.29
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-1026.362{col 34}{space 2} 2419.755{col 45}{space 1}   -0.42{col 54}{space 3}0.674{col 62}{space 4}-5968.161{col 75}{space 3} 3915.437
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 826.5734{col 34}{space 2} 2214.442{col 45}{space 1}    0.37{col 54}{space 3}0.712{col 62}{space 4} -3695.92{col 75}{space 3} 5349.067
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-732.1044{col 34}{space 2} 1376.463{col 45}{space 1}   -0.53{col 54}{space 3}0.599{col 62}{space 4}-3543.217{col 75}{space 3} 2079.008
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 1224.066{col 34}{space 2} 2602.995{col 45}{space 1}    0.47{col 54}{space 3}0.642{col 62}{space 4}-4091.959{col 75}{space 3} 6540.091
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-2384.347{col 34}{space 2} 3564.515{col 45}{space 1}   -0.67{col 54}{space 3}0.509{col 62}{space 4}-9664.057{col 75}{space 3} 4895.363
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-1536.853{col 34}{space 2} 3457.365{col 45}{space 1}   -0.44{col 54}{space 3}0.660{col 62}{space 4}-8597.734{col 75}{space 3} 5524.028
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-1515.936{col 34}{space 2} 4879.604{col 45}{space 1}   -0.31{col 54}{space 3}0.758{col 62}{space 4}-11481.42{col 75}{space 3} 8449.546
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-2.346226{col 34}{space 2}  5833.35{col 45}{space 1}   -0.00{col 54}{space 3}1.000{col 62}{space 4}-11915.64{col 75}{space 3} 11910.94
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-1512.641{col 34}{space 2} 6479.312{col 45}{space 1}   -0.23{col 54}{space 3}0.817{col 62}{space 4}-14745.16{col 75}{space 3} 11719.88
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-3645.188{col 34}{space 2} 6007.082{col 45}{space 1}   -0.61{col 54}{space 3}0.549{col 62}{space 4}-15913.29{col 75}{space 3}  8622.91
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-8837.234{col 34}{space 2} 4235.192{col 45}{space 1}   -2.09{col 54}{space 3}0.046{col 62}{space 4}-17486.65{col 75}{space 3}-187.8176
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}-5701.295{col 34}{space 2} 4672.644{col 45}{space 1}   -1.22{col 54}{space 3}0.232{col 62}{space 4}-15244.11{col 75}{space 3} 3841.517
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-60882.46{col 34}{space 2} 15116.44{col 45}{space 1}   -4.03{col 54}{space 3}0.000{col 62}{space 4}-91754.35{col 75}{space 3}-30010.56
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 29201.097
             {txt}sigma_e {c |} {res} 42323.814
                 {txt}rho {c |} {res} .32250418{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2927237{col 39} -2918139{col 50}    28{col 58}  5836333{col 69}  5836624
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.25 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.25 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 3033.744{col 26}{space 2} 897.9217{col 37}{space 1}    3.38{col 46}{space 3}0.002{col 54}{space 4} 1199.944{col 67}{space 3} 4867.545
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
.    
. * Q = 0.50 [$ 63,306.38: N = 241,730] *
. xtrifreg fed_funding  zpolicy2_abszero zmanage2_abszero  ceo  privmgt pctagency_packing perc_prof  nongov_recip ///
> zloyalty2_abszero electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, fe i(subagency) q(50)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0287                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0134                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0653                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.1799                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_50{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 4239.159{col 34}{space 2} 3386.627{col 45}{space 1}    1.25{col 54}{space 3}0.220{col 62}{space 4}-2677.257{col 75}{space 3} 11155.58
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 193.9362{col 34}{space 2} 2906.006{col 45}{space 1}    0.07{col 54}{space 3}0.947{col 62}{space 4}-5740.921{col 75}{space 3} 6128.793
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 1145.082{col 34}{space 2} 7014.859{col 45}{space 1}    0.16{col 54}{space 3}0.871{col 62}{space 4}-13181.17{col 75}{space 3} 15471.34
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-15022.13{col 34}{space 2} 6108.961{col 45}{space 1}   -2.46{col 54}{space 3}0.020{col 62}{space 4} -27498.3{col 75}{space 3}-2545.971
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 106.9666{col 34}{space 2} 433.2127{col 45}{space 1}    0.25{col 54}{space 3}0.807{col 62}{space 4}-777.7717{col 75}{space 3} 991.7049
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 53744.53{col 34}{space 2} 99261.66{col 45}{space 1}    0.54{col 54}{space 3}0.592{col 62}{space 4}-148974.8{col 75}{space 3} 256463.9
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2} 5157.612{col 34}{space 2} 9776.153{col 45}{space 1}    0.53{col 54}{space 3}0.602{col 62}{space 4}-14807.96{col 75}{space 3} 25123.18
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}  -6421.9{col 34}{space 2} 6580.817{col 45}{space 1}   -0.98{col 54}{space 3}0.337{col 62}{space 4}-19861.72{col 75}{space 3} 7017.921
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2} -2780.99{col 34}{space 2} 5385.846{col 45}{space 1}   -0.52{col 54}{space 3}0.609{col 62}{space 4}-13780.35{col 75}{space 3} 8218.374
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 12274.68{col 34}{space 2} 6478.155{col 45}{space 1}    1.89{col 54}{space 3}0.068{col 62}{space 4}-955.4796{col 75}{space 3} 25504.84
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-2873.857{col 34}{space 2} 1348.122{col 45}{space 1}   -2.13{col 54}{space 3}0.041{col 62}{space 4} -5627.09{col 75}{space 3}-120.6236
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-9082.932{col 34}{space 2} 2515.036{col 45}{space 1}   -3.61{col 54}{space 3}0.001{col 62}{space 4}-14219.32{col 75}{space 3}-3946.544
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 5022.819{col 34}{space 2} 2825.495{col 45}{space 1}    1.78{col 54}{space 3}0.086{col 62}{space 4}-747.6108{col 75}{space 3} 10793.25
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 8274.636{col 34}{space 2} 2703.478{col 45}{space 1}    3.06{col 54}{space 3}0.005{col 62}{space 4} 2753.398{col 75}{space 3} 13795.87
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 4132.266{col 34}{space 2} 3948.765{col 45}{space 1}    1.05{col 54}{space 3}0.304{col 62}{space 4}-3932.188{col 75}{space 3} 12196.72
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 7146.144{col 34}{space 2} 1108.118{col 45}{space 1}    6.45{col 54}{space 3}0.000{col 62}{space 4} 4883.066{col 75}{space 3} 9409.222
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 1030.754{col 34}{space 2} 372.1952{col 45}{space 1}    2.77{col 54}{space 3}0.010{col 62}{space 4}   270.63{col 75}{space 3} 1790.878
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 111.2523{col 34}{space 2} 139.1653{col 45}{space 1}    0.80{col 54}{space 3}0.430{col 62}{space 4}-172.9611{col 75}{space 3} 395.4657
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 15524.31{col 34}{space 2} 9022.636{col 45}{space 1}    1.72{col 54}{space 3}0.096{col 62}{space 4}-2902.366{col 75}{space 3} 33950.99
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 7171.479{col 34}{space 2} 10285.52{col 45}{space 1}    0.70{col 54}{space 3}0.491{col 62}{space 4}-13834.36{col 75}{space 3} 28177.32
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 2292.326{col 34}{space 2} 622.7719{col 45}{space 1}    3.68{col 54}{space 3}0.001{col 62}{space 4} 1020.457{col 75}{space 3} 3564.196
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 406.7603{col 34}{space 2} 186.6542{col 45}{space 1}    2.18{col 54}{space 3}0.037{col 62}{space 4} 25.56158{col 75}{space 3}  787.959
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-127.8616{col 34}{space 2} 302.5724{col 45}{space 1}   -0.42{col 54}{space 3}0.676{col 62}{space 4} -745.797{col 75}{space 3} 490.0737
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-3930.477{col 34}{space 2} 3233.456{col 45}{space 1}   -1.22{col 54}{space 3}0.234{col 62}{space 4}-10534.08{col 75}{space 3} 2673.122
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 7436.175{col 34}{space 2} 5260.619{col 45}{space 1}    1.41{col 54}{space 3}0.168{col 62}{space 4}-3307.441{col 75}{space 3} 18179.79
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 9755.001{col 34}{space 2} 8817.962{col 45}{space 1}    1.11{col 54}{space 3}0.277{col 62}{space 4}-8253.679{col 75}{space 3} 27763.68
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-9828.992{col 34}{space 2} 7961.688{col 45}{space 1}   -1.23{col 54}{space 3}0.227{col 62}{space 4}-26088.93{col 75}{space 3} 6430.944
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-7517.202{col 34}{space 2}  8896.72{col 45}{space 1}   -0.84{col 54}{space 3}0.405{col 62}{space 4}-25686.73{col 75}{space 3} 10652.32
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}  -3497.2{col 34}{space 2} 8992.557{col 45}{space 1}   -0.39{col 54}{space 3}0.700{col 62}{space 4}-21862.45{col 75}{space 3} 14868.05
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 6230.959{col 34}{space 2} 8673.477{col 45}{space 1}    0.72{col 54}{space 3}0.478{col 62}{space 4}-11482.65{col 75}{space 3} 23944.56
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 1944.292{col 34}{space 2} 8082.799{col 45}{space 1}    0.24{col 54}{space 3}0.812{col 62}{space 4}-14562.99{col 75}{space 3} 18451.57
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 11797.98{col 34}{space 2} 7527.583{col 45}{space 1}    1.57{col 54}{space 3}0.128{col 62}{space 4}-3575.397{col 75}{space 3} 27171.35
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 2791.381{col 34}{space 2}  5549.63{col 45}{space 1}    0.50{col 54}{space 3}0.619{col 62}{space 4}-8542.475{col 75}{space 3} 14125.24
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 7680.838{col 34}{space 2} 8490.782{col 45}{space 1}    0.90{col 54}{space 3}0.373{col 62}{space 4}-9659.653{col 75}{space 3} 25021.33
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-1603.136{col 34}{space 2}    10703{col 45}{space 1}   -0.15{col 54}{space 3}0.882{col 62}{space 4}-23461.58{col 75}{space 3} 20255.31
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 8036.069{col 34}{space 2} 10453.42{col 45}{space 1}    0.77{col 54}{space 3}0.448{col 62}{space 4}-13312.66{col 75}{space 3}  29384.8
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-3162.711{col 34}{space 2} 14984.99{col 45}{space 1}   -0.21{col 54}{space 3}0.834{col 62}{space 4}-33766.14{col 75}{space 3} 27440.71
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 1438.679{col 34}{space 2} 19617.03{col 45}{space 1}    0.07{col 54}{space 3}0.942{col 62}{space 4}-38624.64{col 75}{space 3}    41502
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 3431.739{col 34}{space 2} 19469.33{col 45}{space 1}    0.18{col 54}{space 3}0.861{col 62}{space 4}-36329.94{col 75}{space 3} 43193.42
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-7124.203{col 34}{space 2} 15765.44{col 45}{space 1}   -0.45{col 54}{space 3}0.655{col 62}{space 4}-39321.52{col 75}{space 3} 25073.11
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-4996.389{col 34}{space 2} 11040.42{col 45}{space 1}   -0.45{col 54}{space 3}0.654{col 62}{space 4}-27543.93{col 75}{space 3} 17551.15
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 18.33533{col 34}{space 2} 10405.35{col 45}{space 1}    0.00{col 54}{space 3}0.999{col 62}{space 4}-21232.22{col 75}{space 3} 21268.89
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}   -95914{col 34}{space 2} 26733.77{col 45}{space 1}   -3.59{col 54}{space 3}0.001{col 62}{space 4}-150511.7{col 75}{space 3}-41316.36
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 83211.689
             {txt}sigma_e {c |} {res}  122681.1
                 {txt}rho {c |} {res} .31509608{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3178915{col 39} -3175397{col 50}    28{col 58}  6350850{col 69}  6351141
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.50 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.50 [MEDIAN] **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 4447.094{col 26}{space 2} 3552.745{col 37}{space 1}    1.25{col 46}{space 3}0.220{col 54}{space 4}-2808.579{col 67}{space 3} 11702.77
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
. 
. * Q = 0.75 [$ 233,762: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero  ceo  privmgt  pctagency_packing perc_prof  nongov_recip ///
> zloyalty2_abszero electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, fe i(subagency) q(75)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0152                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.2412                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0258                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0535                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_75{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 27778.11{col 34}{space 2} 13277.27{col 45}{space 1}    2.09{col 54}{space 3}0.045{col 62}{space 4} 662.2946{col 75}{space 3} 54893.92
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2}-6050.265{col 34}{space 2} 8065.315{col 45}{space 1}   -0.75{col 54}{space 3}0.459{col 62}{space 4}-22521.84{col 75}{space 3} 10421.31
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-33670.91{col 34}{space 2} 28094.34{col 45}{space 1}   -1.20{col 54}{space 3}0.240{col 62}{space 4} -91047.2{col 75}{space 3} 23705.38
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2} -20774.2{col 34}{space 2} 22828.33{col 45}{space 1}   -0.91{col 54}{space 3}0.370{col 62}{space 4}-67395.86{col 75}{space 3} 25847.46
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 1728.681{col 34}{space 2} 1454.673{col 45}{space 1}    1.19{col 54}{space 3}0.244{col 62}{space 4}-1242.158{col 75}{space 3} 4699.519
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 298253.5{col 34}{space 2} 452540.1{col 45}{space 1}    0.66{col 54}{space 3}0.515{col 62}{space 4}-625956.7{col 75}{space 3}  1222464
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2} 65279.61{col 34}{space 2} 43666.86{col 45}{space 1}    1.49{col 54}{space 3}0.145{col 62}{space 4}-23900.02{col 75}{space 3} 154459.2
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-8083.503{col 34}{space 2} 21758.39{col 45}{space 1}   -0.37{col 54}{space 3}0.713{col 62}{space 4}-52520.05{col 75}{space 3} 36353.05
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2} 8097.262{col 34}{space 2} 29978.48{col 45}{space 1}    0.27{col 54}{space 3}0.789{col 62}{space 4}-53126.96{col 75}{space 3} 69321.49
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 31799.89{col 34}{space 2} 35026.49{col 45}{space 1}    0.91{col 54}{space 3}0.371{col 62}{space 4}-39733.74{col 75}{space 3} 103333.5
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-7344.675{col 34}{space 2} 6245.362{col 45}{space 1}   -1.18{col 54}{space 3}0.249{col 62}{space 4}-20099.41{col 75}{space 3} 5410.056
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-40756.98{col 34}{space 2} 10698.98{col 45}{space 1}   -3.81{col 54}{space 3}0.001{col 62}{space 4}-62607.21{col 75}{space 3}-18906.75
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 27057.21{col 34}{space 2} 12704.72{col 45}{space 1}    2.13{col 54}{space 3}0.042{col 62}{space 4} 1110.704{col 75}{space 3} 53003.71
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 40017.22{col 34}{space 2} 17102.39{col 45}{space 1}    2.34{col 54}{space 3}0.026{col 62}{space 4} 5089.473{col 75}{space 3} 74944.97
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 39179.52{col 34}{space 2}  23116.6{col 45}{space 1}    1.69{col 54}{space 3}0.100{col 62}{space 4} -8030.87{col 75}{space 3} 86389.92
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 20751.61{col 34}{space 2} 5218.169{col 45}{space 1}    3.98{col 54}{space 3}0.000{col 62}{space 4} 10094.69{col 75}{space 3} 31408.53
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2}  4468.96{col 34}{space 2} 1591.631{col 45}{space 1}    2.81{col 54}{space 3}0.009{col 62}{space 4} 1218.417{col 75}{space 3} 7719.503
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 747.6708{col 34}{space 2} 768.5301{col 45}{space 1}    0.97{col 54}{space 3}0.338{col 62}{space 4}-821.8772{col 75}{space 3} 2317.219
{txt}{space 12}action_a {c |}{col 22}{res}{space 2}  49991.9{col 34}{space 2}  35256.3{col 45}{space 1}    1.42{col 54}{space 3}0.167{col 62}{space 4}-22011.08{col 75}{space 3} 121994.9
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 16923.56{col 34}{space 2} 40431.07{col 45}{space 1}    0.42{col 54}{space 3}0.679{col 62}{space 4} -65647.7{col 75}{space 3} 99494.82
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 8553.596{col 34}{space 2} 2546.383{col 45}{space 1}    3.36{col 54}{space 3}0.002{col 62}{space 4} 3353.188{col 75}{space 3} 13754.01
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 1458.494{col 34}{space 2} 911.5515{col 45}{space 1}    1.60{col 54}{space 3}0.120{col 62}{space 4}-403.1431{col 75}{space 3}  3320.13
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-3357.327{col 34}{space 2} 1550.936{col 45}{space 1}   -2.16{col 54}{space 3}0.038{col 62}{space 4}-6524.762{col 75}{space 3}-189.8928
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2} -28663.7{col 34}{space 2} 16545.36{col 45}{space 1}   -1.73{col 54}{space 3}0.093{col 62}{space 4}-62453.83{col 75}{space 3} 5126.439
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 11520.75{col 34}{space 2} 19924.35{col 45}{space 1}    0.58{col 54}{space 3}0.567{col 62}{space 4} -29170.2{col 75}{space 3} 52211.69
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 27733.91{col 34}{space 2} 38106.02{col 45}{space 1}    0.73{col 54}{space 3}0.472{col 62}{space 4}-50088.96{col 75}{space 3} 105556.8
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} 4597.746{col 34}{space 2} 34822.05{col 45}{space 1}    0.13{col 54}{space 3}0.896{col 62}{space 4}-66518.37{col 75}{space 3} 75713.86
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-10370.19{col 34}{space 2} 36385.36{col 45}{space 1}   -0.29{col 54}{space 3}0.778{col 62}{space 4}   -84679{col 75}{space 3} 63938.62
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} -5477.73{col 34}{space 2} 41438.63{col 45}{space 1}   -0.13{col 54}{space 3}0.896{col 62}{space 4}-90106.71{col 75}{space 3} 79151.25
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 2423.218{col 34}{space 2} 41531.56{col 45}{space 1}    0.06{col 54}{space 3}0.954{col 62}{space 4}-82395.55{col 75}{space 3} 87241.99
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-25539.97{col 34}{space 2} 41519.89{col 45}{space 1}   -0.62{col 54}{space 3}0.543{col 62}{space 4}-110334.9{col 75}{space 3} 59254.96
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 34787.16{col 34}{space 2} 34325.27{col 45}{space 1}    1.01{col 54}{space 3}0.319{col 62}{space 4} -35314.4{col 75}{space 3} 104888.7
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 18576.75{col 34}{space 2} 30657.38{col 45}{space 1}    0.61{col 54}{space 3}0.549{col 62}{space 4}-44033.97{col 75}{space 3} 81187.47
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 45804.34{col 34}{space 2} 29511.95{col 45}{space 1}    1.55{col 54}{space 3}0.131{col 62}{space 4} -14467.1{col 75}{space 3} 106075.8
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} 9463.575{col 34}{space 2} 40831.12{col 45}{space 1}    0.23{col 54}{space 3}0.818{col 62}{space 4}-73924.69{col 75}{space 3} 92851.84
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 38952.34{col 34}{space 2}  40898.3{col 45}{space 1}    0.95{col 54}{space 3}0.348{col 62}{space 4}-44573.14{col 75}{space 3} 122477.8
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-20769.56{col 34}{space 2} 68742.17{col 45}{space 1}   -0.30{col 54}{space 3}0.765{col 62}{space 4}-161159.8{col 75}{space 3} 119620.7
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-12375.89{col 34}{space 2} 85708.17{col 45}{space 1}   -0.14{col 54}{space 3}0.886{col 62}{space 4}-187415.3{col 75}{space 3} 162663.6
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 14752.73{col 34}{space 2} 83177.34{col 45}{space 1}    0.18{col 54}{space 3}0.860{col 62}{space 4}-155118.1{col 75}{space 3} 184623.5
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-17507.88{col 34}{space 2} 71268.94{col 45}{space 1}   -0.25{col 54}{space 3}0.808{col 62}{space 4}-163058.5{col 75}{space 3} 128042.7
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} -2202.07{col 34}{space 2} 45623.92{col 45}{space 1}   -0.05{col 54}{space 3}0.962{col 62}{space 4}-95378.55{col 75}{space 3}  90974.4
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 16948.42{col 34}{space 2} 48036.11{col 45}{space 1}    0.35{col 54}{space 3}0.727{col 62}{space 4}-81154.41{col 75}{space 3} 115051.3
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-429056.6{col 34}{space 2} 157526.1{col 45}{space 1}   -2.72{col 54}{space 3}0.011{col 62}{space 4}-750767.9{col 75}{space 3}-107345.3
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 338059.23
             {txt}sigma_e {c |} {res} 564445.85
                 {txt}rho {c |} {res} .26400667{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3546189{col 39} -3544339{col 50}    28{col 58}  7088734{col 69}  7089025
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.75 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.75 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 29140.65{col 26}{space 2} 13928.54{col 37}{space 1}    2.09{col 46}{space 3}0.045{col 54}{space 4} 694.7808{col 67}{space 3} 57586.52
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.   
. * Q = 0.90 [$ 786,330.1: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof  nongov_recip ///
> zloyalty2_abszero electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, fe i(subagency) q(90)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0114                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.3602                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0118                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0324                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_90{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2}  98817.9{col 34}{space 2} 53947.68{col 45}{space 1}    1.83{col 54}{space 3}0.077{col 62}{space 4}-11357.95{col 75}{space 3} 208993.8
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 55717.99{col 34}{space 2} 38843.95{col 45}{space 1}    1.43{col 54}{space 3}0.162{col 62}{space 4}-23611.94{col 75}{space 3} 135047.9
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-213282.3{col 34}{space 2} 140908.6{col 45}{space 1}   -1.51{col 54}{space 3}0.141{col 62}{space 4}-501056.1{col 75}{space 3} 74491.52
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2} 3843.792{col 34}{space 2} 115024.9{col 45}{space 1}    0.03{col 54}{space 3}0.974{col 62}{space 4}-231068.4{col 75}{space 3}   238756
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 9562.858{col 34}{space 2} 5808.233{col 45}{space 1}    1.65{col 54}{space 3}0.110{col 62}{space 4}-2299.137{col 75}{space 3} 21424.85
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2}  -710000{col 34}{space 2}  1802845{col 45}{space 1}   -0.39{col 54}{space 3}0.696{col 62}{space 4} -4391902{col 75}{space 3}  2971901
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2} 217782.1{col 34}{space 2} 161072.8{col 45}{space 1}    1.35{col 54}{space 3}0.186{col 62}{space 4}-111172.5{col 75}{space 3} 546736.7
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-27254.37{col 34}{space 2}  83756.1{col 45}{space 1}   -0.33{col 54}{space 3}0.747{col 62}{space 4}-198307.2{col 75}{space 3} 143798.4
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-107477.3{col 34}{space 2} 156516.6{col 45}{space 1}   -0.69{col 54}{space 3}0.498{col 62}{space 4}-427126.8{col 75}{space 3} 212172.2
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 88944.53{col 34}{space 2} 151017.5{col 45}{space 1}    0.59{col 54}{space 3}0.560{col 62}{space 4}-219474.3{col 75}{space 3} 397363.4
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-33175.45{col 34}{space 2} 36971.13{col 45}{space 1}   -0.90{col 54}{space 3}0.377{col 62}{space 4}-108680.6{col 75}{space 3} 42329.67
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-180202.1{col 34}{space 2} 77806.97{col 45}{space 1}   -2.32{col 54}{space 3}0.028{col 62}{space 4}-339105.1{col 75}{space 3}-21299.07
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 83605.58{col 34}{space 2} 60269.09{col 45}{space 1}    1.39{col 54}{space 3}0.176{col 62}{space 4}-39480.32{col 75}{space 3} 206691.5
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 157661.8{col 34}{space 2} 96647.71{col 45}{space 1}    1.63{col 54}{space 3}0.113{col 62}{space 4}-39719.12{col 75}{space 3} 355042.8
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 141461.3{col 34}{space 2} 87958.35{col 45}{space 1}    1.61{col 54}{space 3}0.118{col 62}{space 4}-38173.62{col 75}{space 3} 321096.2
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 50605.49{col 34}{space 2} 19782.33{col 45}{space 1}    2.56{col 54}{space 3}0.016{col 62}{space 4} 10204.58{col 75}{space 3} 91006.41
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 12773.77{col 34}{space 2} 4214.909{col 45}{space 1}    3.03{col 54}{space 3}0.005{col 62}{space 4}  4165.78{col 75}{space 3} 21381.77
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 2729.079{col 34}{space 2} 3406.313{col 45}{space 1}    0.80{col 54}{space 3}0.429{col 62}{space 4}-4227.541{col 75}{space 3} 9685.698
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 229545.2{col 34}{space 2} 117494.7{col 45}{space 1}    1.95{col 54}{space 3}0.060{col 62}{space 4}-10410.86{col 75}{space 3} 469501.4
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 52295.23{col 34}{space 2} 103477.5{col 45}{space 1}    0.51{col 54}{space 3}0.617{col 62}{space 4}-159034.1{col 75}{space 3} 263624.5
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 44050.64{col 34}{space 2} 8911.745{col 45}{space 1}    4.94{col 54}{space 3}0.000{col 62}{space 4} 25850.42{col 75}{space 3} 62250.85
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 7982.233{col 34}{space 2} 7489.459{col 45}{space 1}    1.07{col 54}{space 3}0.295{col 62}{space 4}-7313.283{col 75}{space 3} 23277.75
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-21698.76{col 34}{space 2}  5248.85{col 45}{space 1}   -4.13{col 54}{space 3}0.000{col 62}{space 4}-32418.34{col 75}{space 3}-10979.17
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-95406.18{col 34}{space 2} 91065.53{col 45}{space 1}   -1.05{col 54}{space 3}0.303{col 62}{space 4}-281386.8{col 75}{space 3} 90574.46
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 131923.1{col 34}{space 2} 70892.86{col 45}{space 1}    1.86{col 54}{space 3}0.073{col 62}{space 4}-12859.44{col 75}{space 3} 276705.6
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 276516.9{col 34}{space 2} 162836.9{col 45}{space 1}    1.70{col 54}{space 3}0.100{col 62}{space 4}-56040.47{col 75}{space 3} 609074.2
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} 223679.8{col 34}{space 2} 184264.6{col 45}{space 1}    1.21{col 54}{space 3}0.234{col 62}{space 4}-152638.8{col 75}{space 3} 599998.4
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} 302741.8{col 34}{space 2} 165336.3{col 45}{space 1}    1.83{col 54}{space 3}0.077{col 62}{space 4}-34919.97{col 75}{space 3} 640403.5
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} 357455.4{col 34}{space 2} 168855.8{col 45}{space 1}    2.12{col 54}{space 3}0.043{col 62}{space 4} 12605.91{col 75}{space 3} 702304.9
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 366244.7{col 34}{space 2} 212704.3{col 45}{space 1}    1.72{col 54}{space 3}0.095{col 62}{space 4}-68155.31{col 75}{space 3} 800644.8
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 103806.2{col 34}{space 2} 112272.1{col 45}{space 1}    0.92{col 54}{space 3}0.363{col 62}{space 4}-125484.1{col 75}{space 3} 333096.5
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 283573.9{col 34}{space 2} 106474.1{col 45}{space 1}    2.66{col 54}{space 3}0.012{col 62}{space 4} 66124.82{col 75}{space 3} 501022.9
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 181152.6{col 34}{space 2} 134605.5{col 45}{space 1}    1.35{col 54}{space 3}0.188{col 62}{space 4}-93748.53{col 75}{space 3} 456053.8
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 356982.7{col 34}{space 2}   110034{col 45}{space 1}    3.24{col 54}{space 3}0.003{col 62}{space 4} 132263.3{col 75}{space 3}   581702
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} 88169.89{col 34}{space 2} 231865.6{col 45}{space 1}    0.38{col 54}{space 3}0.706{col 62}{space 4}-385362.8{col 75}{space 3} 561702.6
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 116777.7{col 34}{space 2} 152177.7{col 45}{space 1}    0.77{col 54}{space 3}0.449{col 62}{space 4}-194010.5{col 75}{space 3}   427566
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} 12803.81{col 34}{space 2} 286545.6{col 45}{space 1}    0.04{col 54}{space 3}0.965{col 62}{space 4}-572400.4{col 75}{space 3} 598008.1
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 72002.56{col 34}{space 2} 290141.3{col 45}{space 1}    0.25{col 54}{space 3}0.806{col 62}{space 4}  -520545{col 75}{space 3} 664550.2
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 115761.1{col 34}{space 2} 326232.8{col 45}{space 1}    0.35{col 54}{space 3}0.725{col 62}{space 4}  -550495{col 75}{space 3} 782017.3
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} 89802.55{col 34}{space 2} 307783.1{col 45}{space 1}    0.29{col 54}{space 3}0.772{col 62}{space 4}-538774.4{col 75}{space 3} 718379.5
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} 222450.6{col 34}{space 2} 159457.6{col 45}{space 1}    1.40{col 54}{space 3}0.173{col 62}{space 4}-103205.2{col 75}{space 3} 548106.5
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 330977.1{col 34}{space 2} 178364.6{col 45}{space 1}    1.86{col 54}{space 3}0.073{col 62}{space 4}-33292.16{col 75}{space 3} 695246.3
{txt}{space 15}_cons {c |}{col 22}{res}{space 2} -1145557{col 34}{space 2} 643420.2{col 45}{space 1}   -1.78{col 54}{space 3}0.085{col 62}{space 4} -2459596{col 75}{space 3} 168482.6
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 1430285.6
             {txt}sigma_e {c |} {res} 2640244.9
                 {txt}rho {c |} {res} .22688316{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3918660{col 39} -3917276{col 50}    28{col 58}  7834607{col 69}  7834898
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.90 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.90 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}   103665{col 26}{space 2} 56593.86{col 37}{space 1}    1.83{col 46}{space 3}0.077{col 54}{space 4}-11915.07{col 67}{space 3} 219245.1
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. 
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
.    
.  
. * Q = 0.95 [$ 1,623,405: N = 241,730] *
. xtrifreg fed_funding  zpolicy2_abszero zmanage2_abszero ceo  privmgt  pctagency_packing perc_prof  nongov_recip ///
> zloyalty2_abszero electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 ///
> year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, fe i(subagency) q(95)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0078                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.5354                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0106                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0254                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_95{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 83441.08{col 34}{space 2} 132360.7{col 45}{space 1}    0.63{col 54}{space 3}0.533{col 62}{space 4}-186875.6{col 75}{space 3} 353757.7
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2}   161148{col 34}{space 2} 99223.33{col 45}{space 1}    1.62{col 54}{space 3}0.115{col 62}{space 4}-41493.11{col 75}{space 3}   363789
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-328284.8{col 34}{space 2} 402119.5{col 45}{space 1}   -0.82{col 54}{space 3}0.421{col 62}{space 4} -1149522{col 75}{space 3} 492952.7
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2} 100344.5{col 34}{space 2} 331370.3{col 45}{space 1}    0.30{col 54}{space 3}0.764{col 62}{space 4}-576403.8{col 75}{space 3} 777092.9
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 17561.09{col 34}{space 2} 19243.79{col 45}{space 1}    0.91{col 54}{space 3}0.369{col 62}{space 4}-21739.97{col 75}{space 3} 56862.14
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 674621.5{col 34}{space 2}  4353814{col 45}{space 1}    0.15{col 54}{space 3}0.878{col 62}{space 4} -8217052{col 75}{space 3}  9566295
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2} 449450.9{col 34}{space 2} 354905.7{col 45}{space 1}    1.27{col 54}{space 3}0.215{col 62}{space 4}-275363.1{col 75}{space 3}  1174265
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}  -143092{col 34}{space 2} 203390.6{col 45}{space 1}   -0.70{col 54}{space 3}0.487{col 62}{space 4}  -558471{col 75}{space 3} 272286.9
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-260368.2{col 34}{space 2} 277651.5{col 45}{space 1}   -0.94{col 54}{space 3}0.356{col 62}{space 4}-827408.1{col 75}{space 3} 306671.8
{txt}{space 13}unified {c |}{col 22}{res}{space 2}  62298.3{col 34}{space 2} 334497.7{col 45}{space 1}    0.19{col 54}{space 3}0.854{col 62}{space 4}-620837.2{col 75}{space 3} 745433.8
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-52692.33{col 34}{space 2} 90991.73{col 45}{space 1}   -0.58{col 54}{space 3}0.567{col 62}{space 4}-238522.2{col 75}{space 3} 133137.6
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-346211.3{col 34}{space 2} 160361.2{col 45}{space 1}   -2.16{col 54}{space 3}0.039{col 62}{space 4}-673712.6{col 75}{space 3} -18709.9
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 147466.8{col 34}{space 2} 182309.3{col 45}{space 1}    0.81{col 54}{space 3}0.425{col 62}{space 4}-224858.6{col 75}{space 3} 519792.1
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 235169.2{col 34}{space 2} 212244.6{col 45}{space 1}    1.11{col 54}{space 3}0.277{col 62}{space 4}-198292.2{col 75}{space 3} 668630.5
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 336741.1{col 34}{space 2} 234348.4{col 45}{space 1}    1.44{col 54}{space 3}0.161{col 62}{space 4}-141862.1{col 75}{space 3} 815344.4
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2}   111044{col 34}{space 2} 48459.06{col 45}{space 1}    2.29{col 54}{space 3}0.029{col 62}{space 4} 12077.41{col 75}{space 3} 210010.6
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 29309.01{col 34}{space 2} 7849.268{col 45}{space 1}    3.73{col 54}{space 3}0.001{col 62}{space 4} 13278.66{col 75}{space 3} 45339.35
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 4298.889{col 34}{space 2} 7271.275{col 45}{space 1}    0.59{col 54}{space 3}0.559{col 62}{space 4}-10551.03{col 75}{space 3} 19148.81
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 572851.8{col 34}{space 2} 229601.8{col 45}{space 1}    2.49{col 54}{space 3}0.018{col 62}{space 4} 103942.4{col 75}{space 3}  1041761
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 109600.5{col 34}{space 2} 220270.3{col 45}{space 1}    0.50{col 54}{space 3}0.622{col 62}{space 4}-340251.4{col 75}{space 3} 559452.4
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 88430.29{col 34}{space 2} 20738.49{col 45}{space 1}    4.26{col 54}{space 3}0.000{col 62}{space 4} 46076.64{col 75}{space 3} 130783.9
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 23035.27{col 34}{space 2} 10049.61{col 45}{space 1}    2.29{col 54}{space 3}0.029{col 62}{space 4} 2511.231{col 75}{space 3} 43559.31
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-48774.87{col 34}{space 2} 10795.35{col 45}{space 1}   -4.52{col 54}{space 3}0.000{col 62}{space 4}-70821.93{col 75}{space 3}-26727.82
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}  -307801{col 34}{space 2} 212272.4{col 45}{space 1}   -1.45{col 54}{space 3}0.157{col 62}{space 4}  -741319{col 75}{space 3} 125717.1
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 242707.8{col 34}{space 2} 209056.9{col 45}{space 1}    1.16{col 54}{space 3}0.255{col 62}{space 4}-184243.3{col 75}{space 3} 669658.9
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 737377.6{col 34}{space 2} 323219.1{col 45}{space 1}    2.28{col 54}{space 3}0.030{col 62}{space 4} 77276.24{col 75}{space 3}  1397479
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}   532709{col 34}{space 2} 492698.5{col 45}{space 1}    1.08{col 54}{space 3}0.288{col 62}{space 4}-473515.5{col 75}{space 3}  1538934
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} 864125.4{col 34}{space 2} 392843.3{col 45}{space 1}    2.20{col 54}{space 3}0.036{col 62}{space 4} 61832.27{col 75}{space 3}  1666419
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}   931857{col 34}{space 2} 542264.5{col 45}{space 1}    1.72{col 54}{space 3}0.096{col 62}{space 4}  -175595{col 75}{space 3}  2039309
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 758635.7{col 34}{space 2}   381469{col 45}{space 1}    1.99{col 54}{space 3}0.056{col 62}{space 4}-20427.91{col 75}{space 3}  1537699
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 88126.59{col 34}{space 2} 204811.6{col 45}{space 1}    0.43{col 54}{space 3}0.670{col 62}{space 4}-330154.5{col 75}{space 3} 506407.7
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 419720.5{col 34}{space 2} 260741.3{col 45}{space 1}    1.61{col 54}{space 3}0.118{col 62}{space 4}-112784.3{col 75}{space 3} 952225.4
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 369890.9{col 34}{space 2}   323824{col 45}{space 1}    1.14{col 54}{space 3}0.262{col 62}{space 4}  -291446{col 75}{space 3}  1031228
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 599189.8{col 34}{space 2} 247090.8{col 45}{space 1}    2.42{col 54}{space 3}0.022{col 62}{space 4} 94563.08{col 75}{space 3}  1103816
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}  14601.9{col 34}{space 2} 602439.3{col 45}{space 1}    0.02{col 54}{space 3}0.981{col 62}{space 4} -1215743{col 75}{space 3}  1244947
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 151501.9{col 34}{space 2} 379843.7{col 45}{space 1}    0.40{col 54}{space 3}0.693{col 62}{space 4}-624242.4{col 75}{space 3} 927246.1
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} 63797.54{col 34}{space 2} 673255.8{col 45}{space 1}    0.09{col 54}{space 3}0.925{col 62}{space 4} -1311174{col 75}{space 3}  1438769
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 201469.2{col 34}{space 2} 653392.5{col 45}{space 1}    0.31{col 54}{space 3}0.760{col 62}{space 4} -1132936{col 75}{space 3}  1535875
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 174624.1{col 34}{space 2} 787346.7{col 45}{space 1}    0.22{col 54}{space 3}0.826{col 62}{space 4} -1433352{col 75}{space 3}  1782601
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} 99898.03{col 34}{space 2} 778771.3{col 45}{space 1}    0.13{col 54}{space 3}0.899{col 62}{space 4} -1490565{col 75}{space 3}  1690361
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} 281468.5{col 34}{space 2}   427811{col 45}{space 1}    0.66{col 54}{space 3}0.516{col 62}{space 4}-592238.1{col 75}{space 3}  1155175
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 365116.3{col 34}{space 2} 389113.4{col 45}{space 1}    0.94{col 54}{space 3}0.356{col 62}{space 4}-429559.3{col 75}{space 3}  1159792
{txt}{space 15}_cons {c |}{col 22}{res}{space 2} -2614025{col 34}{space 2}  1601456{col 45}{space 1}   -1.63{col 54}{space 3}0.113{col 62}{space 4} -5884634{col 75}{space 3} 656584.3
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 4485052.9
             {txt}sigma_e {c |} {res} 6766539.8
                 {txt}rho {c |} {res} .30523767{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -4145718{col 39} -4144772{col 50}    28{col 58}  8289600{col 69}  8289891
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.95 ///
> 
. ** ESTIMATES FOR FIGURE 4: Q = 0.95 **
. lincom (zpolicy2_abszero*2.501583 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.049051{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 87533.95{col 26}{space 2} 138853.2{col 37}{space 1}    0.63{col 46}{space 3}0.533{col 54}{space 4}  -196042{col 67}{space 3} 371109.9
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. 
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
. ** FOR REGRESSION COMPARISON PURPOSES ONLY **   
.  
. * E [LN (Y)]  LOGGED TRANSFORMED CONDITIONAL MEAN [OLS]: [UNTRANSFORMED: $ 408,215; LOGGED TRANSFORMED CONVERSION: $ 61,101: N = 241,730] *
. regress ln_fed_funding  zpolicy2_abszero zmanage2_abszero   ceo  privmgt  pctagency_packing perc_prof  nongov_recip ///
> zloyalty2_abszero electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  i.subagency ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 ///
> year_06 year_07 year_08, vce(cluster subagency)
{p 0 6 2}{txt}note: ln_l1_recip_grantamt omitted because of collinearity{p_end}
{p 0 6 2}note: ln_l2_recip_grantamt omitted because of collinearity{p_end}
{p 0 6 2}note: ln_l3_recip_grantamt omitted because of collinearity{p_end}
{p 0 6 2}note: year_07 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}   241,730
                                                {txt}{help j_robustsingular:F(27, 30) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.2990
                                                {txt}Root MSE          =    {res} 1.7268

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}      ln_fed_funding{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} .1963777{col 34}{space 2} .0551413{col 45}{space 1}    3.56{col 54}{space 3}0.001{col 62}{space 4} .0837641{col 75}{space 3} .3089913
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} .0401392{col 34}{space 2} .0494879{col 45}{space 1}    0.81{col 54}{space 3}0.424{col 62}{space 4}-.0609286{col 75}{space 3}  .141207
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} .0525337{col 34}{space 2} .1120998{col 45}{space 1}    0.47{col 54}{space 3}0.643{col 62}{space 4}-.1764046{col 75}{space 3}  .281472
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-.3532676{col 34}{space 2} .1189898{col 45}{space 1}   -2.97{col 54}{space 3}0.006{col 62}{space 4}-.5962771{col 75}{space 3}-.1102582
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} .0018838{col 34}{space 2} .0073868{col 45}{space 1}    0.26{col 54}{space 3}0.800{col 62}{space 4} -.013202{col 75}{space 3} .0169696
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 1.839387{col 34}{space 2} 1.699667{col 45}{space 1}    1.08{col 54}{space 3}0.288{col 62}{space 4}-1.631797{col 75}{space 3}  5.31057
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-.0661112{col 34}{space 2} .1652803{col 45}{space 1}   -0.40{col 54}{space 3}0.692{col 62}{space 4}-.4036585{col 75}{space 3} .2714361
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2} -.054294{col 34}{space 2} .1014088{col 45}{space 1}   -0.54{col 54}{space 3}0.596{col 62}{space 4}-.2613984{col 75}{space 3} .1528104
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2} .3203407{col 34}{space 2} .2767504{col 45}{space 1}    1.16{col 54}{space 3}0.256{col 62}{space 4}-.2448591{col 75}{space 3} .8855404
{txt}{space 13}unified {c |}{col 22}{res}{space 2}  .150067{col 34}{space 2} .1081203{col 45}{space 1}    1.39{col 54}{space 3}0.175{col 62}{space 4}-.0707441{col 75}{space 3} .3708781
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-.0472391{col 34}{space 2}   .02958{col 45}{space 1}   -1.60{col 54}{space 3}0.121{col 62}{space 4}-.1076495{col 75}{space 3} .0131713
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-.1743449{col 34}{space 2} .0414727{col 45}{space 1}   -4.20{col 54}{space 3}0.000{col 62}{space 4}-.2590436{col 75}{space 3}-.0896463
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} .0921326{col 34}{space 2} .0341314{col 45}{space 1}    2.70{col 54}{space 3}0.011{col 62}{space 4} .0224269{col 75}{space 3} .1618382
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} .2036282{col 34}{space 2} .0599746{col 45}{space 1}    3.40{col 54}{space 3}0.002{col 62}{space 4} .0811437{col 75}{space 3} .3261127
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} .1057319{col 34}{space 2} .0626661{col 45}{space 1}    1.69{col 54}{space 3}0.102{col 62}{space 4}-.0222494{col 75}{space 3} .2337132
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} .1395651{col 34}{space 2}  .032415{col 45}{space 1}    4.31{col 54}{space 3}0.000{col 62}{space 4} .0733648{col 75}{space 3} .2057654
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} .0185296{col 34}{space 2} .0066872{col 45}{space 1}    2.77{col 54}{space 3}0.010{col 62}{space 4} .0048725{col 75}{space 3} .0321867
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} .0045809{col 34}{space 2} .0026332{col 45}{space 1}    1.74{col 54}{space 3}0.092{col 62}{space 4}-.0007969{col 75}{space 3} .0099586
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} .4036236{col 34}{space 2} .1945177{col 45}{space 1}    2.07{col 54}{space 3}0.047{col 62}{space 4} .0063655{col 75}{space 3} .8008817
{txt}{space 12}action_b {c |}{col 22}{res}{space 2}  .136075{col 34}{space 2} .1852952{col 45}{space 1}    0.73{col 54}{space 3}0.468{col 62}{space 4}-.2423482{col 75}{space 3} .5144982
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} .0560884{col 34}{space 2} .0156694{col 45}{space 1}    3.58{col 54}{space 3}0.001{col 62}{space 4} .0240872{col 75}{space 3} .0880895
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} .0131978{col 34}{space 2} .0055487{col 45}{space 1}    2.38{col 54}{space 3}0.024{col 62}{space 4} .0018658{col 75}{space 3} .0245297
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-.0022028{col 34}{space 2} .0067987{col 45}{space 1}   -0.32{col 54}{space 3}0.748{col 62}{space 4}-.0160875{col 75}{space 3} .0116819
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
ln_l2_recip_grantamt {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 20} {c |}
{space 11}subagency {c |}
{space 18}2  {c |}{col 22}{res}{space 2} 1.948423{col 34}{space 2} .1683125{col 45}{space 1}   11.58{col 54}{space 3}0.000{col 62}{space 4} 1.604683{col 75}{space 3} 2.292163
{txt}{space 18}3  {c |}{col 22}{res}{space 2} 2.286719{col 34}{space 2} .1484647{col 45}{space 1}   15.40{col 54}{space 3}0.000{col 62}{space 4} 1.983514{col 75}{space 3} 2.589924
{txt}{space 18}4  {c |}{col 22}{res}{space 2} 2.155487{col 34}{space 2} .3422684{col 45}{space 1}    6.30{col 54}{space 3}0.000{col 62}{space 4} 1.456482{col 75}{space 3} 2.854492
{txt}{space 18}5  {c |}{col 22}{res}{space 2} 1.852542{col 34}{space 2} .4616957{col 45}{space 1}    4.01{col 54}{space 3}0.000{col 62}{space 4} .9096333{col 75}{space 3}  2.79545
{txt}{space 18}6  {c |}{col 22}{res}{space 2} 1.702042{col 34}{space 2} .3205665{col 45}{space 1}    5.31{col 54}{space 3}0.000{col 62}{space 4} 1.047358{col 75}{space 3} 2.356726
{txt}{space 18}7  {c |}{col 22}{res}{space 2} 2.970312{col 34}{space 2} .2605853{col 45}{space 1}   11.40{col 54}{space 3}0.000{col 62}{space 4} 2.438126{col 75}{space 3} 3.502498
{txt}{space 18}8  {c |}{col 22}{res}{space 2} 2.036133{col 34}{space 2} .2886218{col 45}{space 1}    7.05{col 54}{space 3}0.000{col 62}{space 4} 1.446688{col 75}{space 3} 2.625577
{txt}{space 18}9  {c |}{col 22}{res}{space 2} 1.805459{col 34}{space 2}  .429027{col 45}{space 1}    4.21{col 54}{space 3}0.000{col 62}{space 4} .9292693{col 75}{space 3} 2.681649
{txt}{space 17}11  {c |}{col 22}{res}{space 2} 1.768263{col 34}{space 2} .4437766{col 45}{space 1}    3.98{col 54}{space 3}0.000{col 62}{space 4} .8619507{col 75}{space 3} 2.674576
{txt}{space 17}12  {c |}{col 22}{res}{space 2} 3.127596{col 34}{space 2} .3390499{col 45}{space 1}    9.22{col 54}{space 3}0.000{col 62}{space 4} 2.435164{col 75}{space 3} 3.820029
{txt}{space 17}13  {c |}{col 22}{res}{space 2}  .335509{col 34}{space 2} .1510147{col 45}{space 1}    2.22{col 54}{space 3}0.034{col 62}{space 4} .0270957{col 75}{space 3} .6439222
{txt}{space 17}14  {c |}{col 22}{res}{space 2} 2.437897{col 34}{space 2} .3108836{col 45}{space 1}    7.84{col 54}{space 3}0.000{col 62}{space 4} 1.802988{col 75}{space 3} 3.072806
{txt}{space 17}15  {c |}{col 22}{res}{space 2} 1.947302{col 34}{space 2} .1559515{col 45}{space 1}   12.49{col 54}{space 3}0.000{col 62}{space 4} 1.628807{col 75}{space 3} 2.265798
{txt}{space 17}16  {c |}{col 22}{res}{space 2} 3.071659{col 34}{space 2} .2422551{col 45}{space 1}   12.68{col 54}{space 3}0.000{col 62}{space 4} 2.576908{col 75}{space 3}  3.56641
{txt}{space 17}17  {c |}{col 22}{res}{space 2} 2.813937{col 34}{space 2} .4039065{col 45}{space 1}    6.97{col 54}{space 3}0.000{col 62}{space 4}  1.98905{col 75}{space 3} 3.638824
{txt}{space 17}18  {c |}{col 22}{res}{space 2}-.0942565{col 34}{space 2} .4670667{col 45}{space 1}   -0.20{col 54}{space 3}0.841{col 62}{space 4}-1.048134{col 75}{space 3} .8596211
{txt}{space 17}21  {c |}{col 22}{res}{space 2} 1.419854{col 34}{space 2} .4491338{col 45}{space 1}    3.16{col 54}{space 3}0.004{col 62}{space 4} .5025999{col 75}{space 3} 2.337107
{txt}{space 17}22  {c |}{col 22}{res}{space 2} 1.282945{col 34}{space 2} .4110133{col 45}{space 1}    3.12{col 54}{space 3}0.004{col 62}{space 4} .4435439{col 75}{space 3} 2.122346
{txt}{space 17}24  {c |}{col 22}{res}{space 2} .2762286{col 34}{space 2} .7665771{col 45}{space 1}    0.36{col 54}{space 3}0.721{col 62}{space 4}-1.289331{col 75}{space 3} 1.841788
{txt}{space 17}25  {c |}{col 22}{res}{space 2} 2.366343{col 34}{space 2} .3364924{col 45}{space 1}    7.03{col 54}{space 3}0.000{col 62}{space 4} 1.679134{col 75}{space 3} 3.053552
{txt}{space 17}26  {c |}{col 22}{res}{space 2} 3.571195{col 34}{space 2} .5707393{col 45}{space 1}    6.26{col 54}{space 3}0.000{col 62}{space 4}  2.40559{col 75}{space 3}   4.7368
{txt}{space 17}28  {c |}{col 22}{res}{space 2} 4.352338{col 34}{space 2} .2269278{col 45}{space 1}   19.18{col 54}{space 3}0.000{col 62}{space 4}  3.88889{col 75}{space 3} 4.815787
{txt}{space 17}45  {c |}{col 22}{res}{space 2}-1.872974{col 34}{space 2} .7292401{col 45}{space 1}   -2.57{col 54}{space 3}0.015{col 62}{space 4}-3.362281{col 75}{space 3}-.3836672
{txt}{space 17}55  {c |}{col 22}{res}{space 2} 1.361346{col 34}{space 2} .3454353{col 45}{space 1}    3.94{col 54}{space 3}0.000{col 62}{space 4} .6558735{col 75}{space 3} 2.066819
{txt}{space 17}56  {c |}{col 22}{res}{space 2}-1.696491{col 34}{space 2}  .410161{col 45}{space 1}   -4.14{col 54}{space 3}0.000{col 62}{space 4}-2.534151{col 75}{space 3}  -.85883
{txt}{space 17}57  {c |}{col 22}{res}{space 2} 2.289471{col 34}{space 2} .3403625{col 45}{space 1}    6.73{col 54}{space 3}0.000{col 62}{space 4} 1.594358{col 75}{space 3} 2.984584
{txt}{space 17}59  {c |}{col 22}{res}{space 2} 1.887497{col 34}{space 2} .5924956{col 45}{space 1}    3.19{col 54}{space 3}0.003{col 62}{space 4} .6774593{col 75}{space 3} 3.097534
{txt}{space 17}60  {c |}{col 22}{res}{space 2}  1.54014{col 34}{space 2} .5114619{col 45}{space 1}    3.01{col 54}{space 3}0.005{col 62}{space 4} .4955951{col 75}{space 3} 2.584684
{txt}{space 17}63  {c |}{col 22}{res}{space 2} 2.135382{col 34}{space 2} .4190437{col 45}{space 1}    5.10{col 54}{space 3}0.000{col 62}{space 4}  1.27958{col 75}{space 3} 2.991183
{txt}{space 17}71  {c |}{col 22}{res}{space 2}-.2544369{col 34}{space 2} .3862662{col 45}{space 1}   -0.66{col 54}{space 3}0.515{col 62}{space 4}-1.043298{col 75}{space 3} .5344239
{txt}{space 20} {c |}
{space 13}year_89 {c |}{col 22}{res}{space 2} .2955999{col 34}{space 2} .2428162{col 45}{space 1}    1.22{col 54}{space 3}0.233{col 62}{space 4} -.200297{col 75}{space 3} .7914968
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2} .3724973{col 34}{space 2} .2305216{col 45}{space 1}    1.62{col 54}{space 3}0.117{col 62}{space 4}-.0982906{col 75}{space 3} .8432852
{txt}{space 13}year_91 {c |}{col 22}{res}{space 2} .5284055{col 34}{space 2} .3008765{col 45}{space 1}    1.76{col 54}{space 3}0.089{col 62}{space 4}-.0860663{col 75}{space 3} 1.142877
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2}  .183619{col 34}{space 2} .1503594{col 45}{space 1}    1.22{col 54}{space 3}0.232{col 62}{space 4}-.1234559{col 75}{space 3} .4906938
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} .3054567{col 34}{space 2}  .340016{col 45}{space 1}    0.90{col 54}{space 3}0.376{col 62}{space 4}-.3889486{col 75}{space 3}  .999862
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} .3642263{col 34}{space 2} .3359797{col 45}{space 1}    1.08{col 54}{space 3}0.287{col 62}{space 4}-.3219358{col 75}{space 3} 1.050388
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} .3477704{col 34}{space 2} .2234537{col 45}{space 1}    1.56{col 54}{space 3}0.130{col 62}{space 4}-.1085829{col 75}{space 3} .8041237
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} .0864566{col 34}{space 2} .1493053{col 45}{space 1}    0.58{col 54}{space 3}0.567{col 62}{space 4}-.2184654{col 75}{space 3} .3913786
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} .3326944{col 34}{space 2} .2548711{col 45}{space 1}    1.31{col 54}{space 3}0.202{col 62}{space 4}-.1878219{col 75}{space 3} .8532107
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} .4591084{col 34}{space 2} .2444528{col 45}{space 1}    1.88{col 54}{space 3}0.070{col 62}{space 4}-.0401309{col 75}{space 3} .9583477
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} .3985794{col 34}{space 2} .2056789{col 45}{space 1}    1.94{col 54}{space 3}0.062{col 62}{space 4}-.0214729{col 75}{space 3} .8186317
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2}  .109796{col 34}{space 2}  .124056{col 45}{space 1}    0.89{col 54}{space 3}0.383{col 62}{space 4}-.1435601{col 75}{space 3} .3631521
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} .2604893{col 34}{space 2}  .311529{col 45}{space 1}    0.84{col 54}{space 3}0.410{col 62}{space 4}-.3757377{col 75}{space 3} .8967164
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} .4375108{col 34}{space 2} .2901567{col 45}{space 1}    1.51{col 54}{space 3}0.142{col 62}{space 4}-.1550684{col 75}{space 3}  1.03009
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} .2889826{col 34}{space 2} .3859559{col 45}{space 1}    0.75{col 54}{space 3}0.460{col 62}{space 4}-.4992446{col 75}{space 3}  1.07721
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-.0504713{col 34}{space 2} .2318453{col 45}{space 1}   -0.22{col 54}{space 3}0.829{col 62}{space 4}-.5239626{col 75}{space 3} .4230201
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} .3234006{col 34}{space 2} .4680484{col 45}{space 1}    0.69{col 54}{space 3}0.495{col 62}{space 4}-.6324817{col 75}{space 3} 1.279283
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} .2030087{col 34}{space 2}  .408203{col 45}{space 1}    0.50{col 54}{space 3}0.623{col 62}{space 4}-.6306531{col 75}{space 3} 1.036671
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_08 {c |}{col 22}{res}{space 2}-.2487309{col 34}{space 2} .2338002{col 45}{space 1}   -1.06{col 54}{space 3}0.296{col 62}{space 4}-.7262147{col 75}{space 3} .2287529
{txt}{space 15}_cons {c |}{col 22}{res}{space 2} 5.739102{col 34}{space 2} .8886046{col 45}{space 1}    6.46{col 54}{space 3}0.000{col 62}{space 4}  3.92433{col 75}{space 3} 7.553875
{txt}{hline 21}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28}-517961.1{col 39}-475019.4{col 50}    28{col 58} 950094.9{col 69} 950385.9
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

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. *** CREATE RELEVANT INTERACTION TERMS FOR MANAGERIAL COMPETENCE AND AGENCY STAFF TECHNICAL EXPERTISE COVARIATES *** 
. *** FIRST, CREATE EFFECTIVE SAMPLE PERIOD OF OBSERVATIONS TO ENSURE MATCH ACROSS MODELS ***
. 
. quietly xtrifreg fed_funding   zpolicy2_abszero zmanage2_abszero ceo privmgt zloyalty2_abszero nongov_recip pctagency_packing perc_prof  ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  /// 
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(05)
{txt}
{com}. 
. 
.  
.  
. 
.  
. *** I. MODEL 1.2: PROGRAM, SUBAGENCY, AND TIME FEs [WITH PROGRAM-CLUSTERED STANDARD ERRORS]: INTERACTION BETWEEN POLICY EXPERTISE & NON-GOVERNMENT PARTNER RECIPIENT ***
. 
. 
. *** CREATE NON-GOVERNMENT PARTNER/RECIPIENT INTERACTION COVARIATES [AGENCY HEAD POLICY EXPERTISE] ***
. 
. generate zpol2azng  = zpolicy2_abszero * nongov_recip
{txt}(42,075 missing values generated)

{com}. *
. 
. 
. 
. **** EVALUATE VARYING $-VALUED COOPERATIVE AGREEMENTS AT CONDITIONAL QUANTILES *****
. 
. 
. 
. ** UNCONDITIONAL QUANTILE FIXED EFFECTS MODEL [Q = 0.05, 0.10, 0.25, 0.50, 0.75, 0.90, 0.95] **
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. * Q = 0.05 [$ 2,126.956: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(05)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.1189                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0658                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0868                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.5189                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}               rif_5{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 1319.056{col 34}{space 2} 989.9859{col 45}{space 1}    1.33{col 54}{space 3}0.193{col 62}{space 4}-702.7653{col 75}{space 3} 3340.877
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2} 6991.292{col 34}{space 2} 3080.501{col 45}{space 1}    2.27{col 54}{space 3}0.031{col 62}{space 4} 700.0698{col 75}{space 3} 13282.51
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2}  971.921{col 34}{space 2}  672.207{col 45}{space 1}    1.45{col 54}{space 3}0.159{col 62}{space 4}-400.9088{col 75}{space 3} 2344.751
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 3543.373{col 34}{space 2} 1317.298{col 45}{space 1}    2.69{col 54}{space 3}0.012{col 62}{space 4} 853.0926{col 75}{space 3} 6233.654
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-7025.244{col 34}{space 2} 1874.701{col 45}{space 1}   -3.75{col 54}{space 3}0.001{col 62}{space 4}-10853.89{col 75}{space 3}-3196.593
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-110.2354{col 34}{space 2} 99.82042{col 45}{space 1}   -1.10{col 54}{space 3}0.278{col 62}{space 4}-314.0959{col 75}{space 3} 93.62509
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 41345.12{col 34}{space 2} 23820.17{col 45}{space 1}    1.74{col 54}{space 3}0.093{col 62}{space 4}-7302.159{col 75}{space 3}  89992.4
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-20039.24{col 34}{space 2} 9538.951{col 45}{space 1}   -2.10{col 54}{space 3}0.044{col 62}{space 4}-39520.37{col 75}{space 3}-558.0985
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2} 6.148882{col 34}{space 2}  761.819{col 45}{space 1}    0.01{col 54}{space 3}0.994{col 62}{space 4}-1549.693{col 75}{space 3} 1561.991
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-487.3193{col 34}{space 2} 2624.976{col 45}{space 1}   -0.19{col 54}{space 3}0.854{col 62}{space 4}-5848.235{col 75}{space 3} 4873.597
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 771.4776{col 34}{space 2} 825.5538{col 45}{space 1}    0.93{col 54}{space 3}0.358{col 62}{space 4}-914.5282{col 75}{space 3} 2457.483
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-91.42216{col 34}{space 2} 275.6468{col 45}{space 1}   -0.33{col 54}{space 3}0.742{col 62}{space 4}-654.3681{col 75}{space 3} 471.5237
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-454.9409{col 34}{space 2}  472.795{col 45}{space 1}   -0.96{col 54}{space 3}0.344{col 62}{space 4}-1420.517{col 75}{space 3} 510.6353
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 763.6873{col 34}{space 2} 413.4434{col 45}{space 1}    1.85{col 54}{space 3}0.075{col 62}{space 4}-80.67677{col 75}{space 3} 1608.051
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 2340.496{col 34}{space 2} 1078.636{col 45}{space 1}    2.17{col 54}{space 3}0.038{col 62}{space 4} 137.6277{col 75}{space 3} 4543.364
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 66.90685{col 34}{space 2} 259.0394{col 45}{space 1}    0.26{col 54}{space 3}0.798{col 62}{space 4}-462.1221{col 75}{space 3} 595.9358
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 1399.094{col 34}{space 2} 700.7313{col 45}{space 1}    2.00{col 54}{space 3}0.055{col 62}{space 4}-31.98984{col 75}{space 3} 2830.179
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2}  136.716{col 34}{space 2} 53.31858{col 45}{space 1}    2.56{col 54}{space 3}0.016{col 62}{space 4} 27.82497{col 75}{space 3} 245.6071
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 64.96573{col 34}{space 2} 48.35528{col 45}{space 1}    1.34{col 54}{space 3}0.189{col 62}{space 4}-33.78893{col 75}{space 3} 163.7204
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 5427.883{col 34}{space 2} 2969.128{col 45}{space 1}    1.83{col 54}{space 3}0.077{col 62}{space 4}-635.8851{col 75}{space 3} 11491.65
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 1912.962{col 34}{space 2} 2178.739{col 45}{space 1}    0.88{col 54}{space 3}0.387{col 62}{space 4}-2536.618{col 75}{space 3} 6362.541
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 576.8861{col 34}{space 2} 285.1035{col 45}{space 1}    2.02{col 54}{space 3}0.052{col 62}{space 4}-5.372851{col 75}{space 3} 1159.145
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 144.2867{col 34}{space 2} 99.43173{col 45}{space 1}    1.45{col 54}{space 3}0.157{col 62}{space 4}   -58.78{col 75}{space 3} 347.3534
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}  139.547{col 34}{space 2} 102.8543{col 45}{space 1}    1.36{col 54}{space 3}0.185{col 62}{space 4}-70.50959{col 75}{space 3} 349.6035
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-813.3698{col 34}{space 2} 1008.868{col 45}{space 1}   -0.81{col 54}{space 3}0.426{col 62}{space 4}-2873.754{col 75}{space 3} 1247.014
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 1195.157{col 34}{space 2} 1649.619{col 45}{space 1}    0.72{col 54}{space 3}0.474{col 62}{space 4}-2173.815{col 75}{space 3} 4564.128
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 472.8265{col 34}{space 2} 2074.352{col 45}{space 1}    0.23{col 54}{space 3}0.821{col 62}{space 4}-3763.565{col 75}{space 3} 4709.218
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} -3115.55{col 34}{space 2} 2266.718{col 45}{space 1}   -1.37{col 54}{space 3}0.179{col 62}{space 4}-7744.807{col 75}{space 3} 1513.706
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-1809.057{col 34}{space 2} 2670.304{col 45}{space 1}   -0.68{col 54}{space 3}0.503{col 62}{space 4}-7262.545{col 75}{space 3} 3644.432
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-3251.565{col 34}{space 2}  1941.67{col 45}{space 1}   -1.67{col 54}{space 3}0.104{col 62}{space 4}-7216.983{col 75}{space 3} 713.8535
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-1492.989{col 34}{space 2} 2412.817{col 45}{space 1}   -0.62{col 54}{space 3}0.541{col 62}{space 4}-6420.618{col 75}{space 3} 3434.641
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-1976.507{col 34}{space 2}  1635.58{col 45}{space 1}   -1.21{col 54}{space 3}0.236{col 62}{space 4}-5316.807{col 75}{space 3} 1363.793
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2}-3371.089{col 34}{space 2} 1942.599{col 45}{space 1}   -1.74{col 54}{space 3}0.093{col 62}{space 4}-7338.405{col 75}{space 3} 596.2262
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-3395.629{col 34}{space 2} 2120.138{col 45}{space 1}   -1.60{col 54}{space 3}0.120{col 62}{space 4}-7725.528{col 75}{space 3} 934.2694
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2}-1957.113{col 34}{space 2} 2763.734{col 45}{space 1}   -0.71{col 54}{space 3}0.484{col 62}{space 4}-7601.411{col 75}{space 3} 3687.185
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-4921.236{col 34}{space 2} 1933.718{col 45}{space 1}   -2.54{col 54}{space 3}0.016{col 62}{space 4}-8870.415{col 75}{space 3}-972.0581
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-2153.048{col 34}{space 2} 1187.389{col 45}{space 1}   -1.81{col 54}{space 3}0.080{col 62}{space 4} -4578.02{col 75}{space 3}  271.923
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-2860.594{col 34}{space 2}  1470.53{col 45}{space 1}   -1.95{col 54}{space 3}0.061{col 62}{space 4}-5863.818{col 75}{space 3}   142.63
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-3071.847{col 34}{space 2} 2356.157{col 45}{space 1}   -1.30{col 54}{space 3}0.202{col 62}{space 4}-7883.761{col 75}{space 3} 1740.067
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-4432.835{col 34}{space 2}  1742.99{col 45}{space 1}   -2.54{col 54}{space 3}0.016{col 62}{space 4}-7992.495{col 75}{space 3} -873.175
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-5615.191{col 34}{space 2} 1646.348{col 45}{space 1}   -3.41{col 54}{space 3}0.002{col 62}{space 4}-8977.482{col 75}{space 3}-2252.899
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-13044.82{col 34}{space 2} 5185.394{col 45}{space 1}   -2.52{col 54}{space 3}0.017{col 62}{space 4}-23634.81{col 75}{space 3}-2454.833
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}-11068.08{col 34}{space 2} 5522.409{col 45}{space 1}   -2.00{col 54}{space 3}0.054{col 62}{space 4}-22346.34{col 75}{space 3} 210.1875
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-38488.99{col 34}{space 2} 17681.57{col 45}{space 1}   -2.18{col 54}{space 3}0.037{col 62}{space 4}-74599.57{col 75}{space 3}-2378.405
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 15240.431
             {txt}sigma_e {c |} {res} 25423.477
                 {txt}rho {c |} {res} .26435741{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2810229{col 39} -2794934{col 50}    28{col 58}  5589924{col 69}  5590215
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.05 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.05 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  1352.71{col 26}{space 2} 1015.244{col 37}{space 1}    1.33{col 46}{space 3}0.193{col 54}{space 4}-720.6956{col 67}{space 3} 3426.116
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.05 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 8216.788{col 26}{space 2} 2358.737{col 37}{space 1}    3.48{col 46}{space 3}0.002{col 54}{space 4} 3399.605{col 67}{space 3} 13033.97
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
. * Q = 0.10 [$ 5,249.512: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero  ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(10)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.1170                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0102                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1103                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.3285                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_10{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 841.2833{col 34}{space 2}  1025.73{col 45}{space 1}    0.82{col 54}{space 3}0.419{col 62}{space 4}-1253.537{col 75}{space 3} 2936.104
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2} 7925.279{col 34}{space 2} 2896.028{col 45}{space 1}    2.74{col 54}{space 3}0.010{col 62}{space 4} 2010.801{col 75}{space 3} 13839.76
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 975.6364{col 34}{space 2} 682.4031{col 45}{space 1}    1.43{col 54}{space 3}0.163{col 62}{space 4}-418.0165{col 75}{space 3} 2369.289
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 3561.662{col 34}{space 2} 1393.748{col 45}{space 1}    2.56{col 54}{space 3}0.016{col 62}{space 4}   715.25{col 75}{space 3} 6408.074
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-7573.841{col 34}{space 2} 2015.527{col 45}{space 1}   -3.76{col 54}{space 3}0.001{col 62}{space 4} -11690.1{col 75}{space 3}-3457.586
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-120.4831{col 34}{space 2} 135.3273{col 45}{space 1}   -0.89{col 54}{space 3}0.380{col 62}{space 4}-396.8584{col 75}{space 3} 155.8921
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 36492.28{col 34}{space 2} 26854.57{col 45}{space 1}    1.36{col 54}{space 3}0.184{col 62}{space 4}-18352.07{col 75}{space 3} 91336.63
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-22178.95{col 34}{space 2} 8963.959{col 45}{space 1}   -2.47{col 54}{space 3}0.019{col 62}{space 4}-40485.79{col 75}{space 3}-3872.103
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-84.62864{col 34}{space 2}  1000.83{col 45}{space 1}   -0.08{col 54}{space 3}0.933{col 62}{space 4}-2128.596{col 75}{space 3} 1959.339
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-2058.668{col 34}{space 2} 2512.011{col 45}{space 1}   -0.82{col 54}{space 3}0.419{col 62}{space 4}-7188.878{col 75}{space 3} 3071.543
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 879.3932{col 34}{space 2} 1143.497{col 45}{space 1}    0.77{col 54}{space 3}0.448{col 62}{space 4}-1455.939{col 75}{space 3} 3214.726
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-515.5615{col 34}{space 2} 330.3851{col 45}{space 1}   -1.56{col 54}{space 3}0.129{col 62}{space 4}-1190.298{col 75}{space 3} 159.1749
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-873.5969{col 34}{space 2} 751.3841{col 45}{space 1}   -1.16{col 54}{space 3}0.254{col 62}{space 4}-2408.128{col 75}{space 3} 660.9341
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2}  1257.71{col 34}{space 2} 443.7605{col 45}{space 1}    2.83{col 54}{space 3}0.008{col 62}{space 4} 351.4301{col 75}{space 3}  2163.99
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 2742.462{col 34}{space 2} 1118.253{col 45}{space 1}    2.45{col 54}{space 3}0.020{col 62}{space 4} 458.6851{col 75}{space 3} 5026.238
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 296.7639{col 34}{space 2} 415.1601{col 45}{space 1}    0.71{col 54}{space 3}0.480{col 62}{space 4}-551.1061{col 75}{space 3} 1144.634
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 2308.956{col 34}{space 2} 638.6932{col 45}{space 1}    3.62{col 54}{space 3}0.001{col 62}{space 4}  1004.57{col 75}{space 3} 3613.342
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 252.9226{col 34}{space 2} 92.59495{col 45}{space 1}    2.73{col 54}{space 3}0.010{col 62}{space 4} 63.81853{col 75}{space 3} 442.0268
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 83.62172{col 34}{space 2} 51.03476{col 45}{space 1}    1.64{col 54}{space 3}0.112{col 62}{space 4}-20.60517{col 75}{space 3} 187.8486
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 6951.656{col 34}{space 2} 3110.023{col 45}{space 1}    2.24{col 54}{space 3}0.033{col 62}{space 4}  600.141{col 75}{space 3} 13303.17
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 2010.845{col 34}{space 2} 2542.681{col 45}{space 1}    0.79{col 54}{space 3}0.435{col 62}{space 4}-3182.003{col 75}{space 3} 7203.692
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2}   831.17{col 34}{space 2}  319.187{col 45}{space 1}    2.60{col 54}{space 3}0.014{col 62}{space 4} 179.3032{col 75}{space 3} 1483.037
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 206.0589{col 34}{space 2} 119.6812{col 45}{space 1}    1.72{col 54}{space 3}0.095{col 62}{space 4}-38.36275{col 75}{space 3} 450.4805
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 136.3256{col 34}{space 2} 118.2193{col 45}{space 1}    1.15{col 54}{space 3}0.258{col 62}{space 4}-105.1104{col 75}{space 3} 377.7616
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-985.6035{col 34}{space 2}  1507.73{col 45}{space 1}   -0.65{col 54}{space 3}0.518{col 62}{space 4}-4064.799{col 75}{space 3} 2093.592
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 1645.985{col 34}{space 2} 2224.426{col 45}{space 1}    0.74{col 54}{space 3}0.465{col 62}{space 4}-2896.898{col 75}{space 3} 6188.869
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 2984.899{col 34}{space 2} 2138.545{col 45}{space 1}    1.40{col 54}{space 3}0.173{col 62}{space 4}-1382.591{col 75}{space 3}  7352.39
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-2956.816{col 34}{space 2} 2977.133{col 45}{space 1}   -0.99{col 54}{space 3}0.329{col 62}{space 4}-9036.933{col 75}{space 3}   3123.3
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} -1426.46{col 34}{space 2} 3240.855{col 45}{space 1}   -0.44{col 54}{space 3}0.663{col 62}{space 4}-8045.169{col 75}{space 3} 5192.249
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-3222.629{col 34}{space 2} 2156.061{col 45}{space 1}   -1.49{col 54}{space 3}0.145{col 62}{space 4}-7625.894{col 75}{space 3} 1180.635
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-933.6038{col 34}{space 2} 2698.634{col 45}{space 1}   -0.35{col 54}{space 3}0.732{col 62}{space 4} -6444.95{col 75}{space 3} 4577.742
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} -2506.94{col 34}{space 2} 1612.492{col 45}{space 1}   -1.55{col 54}{space 3}0.131{col 62}{space 4}-5800.088{col 75}{space 3} 786.2074
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2}-3192.058{col 34}{space 2} 1791.456{col 45}{space 1}   -1.78{col 54}{space 3}0.085{col 62}{space 4}-6850.699{col 75}{space 3} 466.5824
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-3747.422{col 34}{space 2} 2222.457{col 45}{space 1}   -1.69{col 54}{space 3}0.102{col 62}{space 4}-8286.284{col 75}{space 3} 791.4408
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2}-1001.537{col 34}{space 2} 2279.412{col 45}{space 1}   -0.44{col 54}{space 3}0.664{col 62}{space 4}-5656.717{col 75}{space 3} 3653.644
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-4932.213{col 34}{space 2} 2239.664{col 45}{space 1}   -2.20{col 54}{space 3}0.035{col 62}{space 4}-9506.217{col 75}{space 3}-358.2098
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-2006.357{col 34}{space 2} 1162.432{col 45}{space 1}   -1.73{col 54}{space 3}0.095{col 62}{space 4}-4380.359{col 75}{space 3} 367.6448
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-2738.606{col 34}{space 2} 2044.723{col 45}{space 1}   -1.34{col 54}{space 3}0.191{col 62}{space 4}-6914.487{col 75}{space 3} 1437.275
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-1466.155{col 34}{space 2}  2756.47{col 45}{space 1}   -0.53{col 54}{space 3}0.599{col 62}{space 4}-7095.619{col 75}{space 3} 4163.308
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-4698.008{col 34}{space 2} 2511.799{col 45}{space 1}   -1.87{col 54}{space 3}0.071{col 62}{space 4}-9827.787{col 75}{space 3} 431.7701
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-5167.511{col 34}{space 2} 2360.199{col 45}{space 1}   -2.19{col 54}{space 3}0.036{col 62}{space 4}-9987.681{col 75}{space 3} -347.341
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-13447.55{col 34}{space 2} 4946.146{col 45}{space 1}   -2.72{col 54}{space 3}0.011{col 62}{space 4}-23548.92{col 75}{space 3}-3346.169
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}-10627.55{col 34}{space 2} 5432.671{col 45}{space 1}   -1.96{col 54}{space 3}0.060{col 62}{space 4}-21722.55{col 75}{space 3} 467.4409
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-49911.49{col 34}{space 2} 16880.09{col 45}{space 1}   -2.96{col 54}{space 3}0.006{col 62}{space 4}-84385.23{col 75}{space 3}-15437.76
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 28154.075
             {txt}sigma_e {c |} {res} 31283.981
                 {txt}rho {c |} {res} .44748733{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2860117{col 39} -2845077{col 50}    28{col 58}  5690209{col 69}  5690501
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.10 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.10 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 862.7478{col 26}{space 2} 1051.901{col 37}{space 1}    0.82{col 46}{space 3}0.419{col 54}{space 4} -1285.52{col 67}{space 3} 3011.016
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.10 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 8643.818{col 26}{space 2} 2178.533{col 37}{space 1}    3.97{col 46}{space 3}0.000{col 54}{space 4} 4194.661{col 67}{space 3} 13092.98
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. *
. *
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
.   
. * Q = 0.25 [$ 17,862.89: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(25)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0773                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0040                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1109                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0894                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_25{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 165.6821{col 34}{space 2} 1071.152{col 45}{space 1}    0.15{col 54}{space 3}0.878{col 62}{space 4}-2021.902{col 75}{space 3} 2353.266
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2}  7404.91{col 34}{space 2} 2161.693{col 45}{space 1}    3.43{col 54}{space 3}0.002{col 62}{space 4} 2990.143{col 75}{space 3} 11819.68
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 402.2182{col 34}{space 2}  929.898{col 45}{space 1}    0.43{col 54}{space 3}0.668{col 62}{space 4}-1496.887{col 75}{space 3} 2301.323
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 2709.338{col 34}{space 2} 1652.518{col 45}{space 1}    1.64{col 54}{space 3}0.112{col 62}{space 4}-665.5547{col 75}{space 3}  6084.23
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-7698.956{col 34}{space 2} 2558.959{col 45}{space 1}   -3.01{col 54}{space 3}0.005{col 62}{space 4}-12925.05{col 75}{space 3}-2472.864
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-14.61647{col 34}{space 2} 199.8411{col 45}{space 1}   -0.07{col 54}{space 3}0.942{col 62}{space 4}-422.7465{col 75}{space 3} 393.5135
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 28169.51{col 34}{space 2} 26856.71{col 45}{space 1}    1.05{col 54}{space 3}0.303{col 62}{space 4}-26679.21{col 75}{space 3} 83018.23
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-18932.16{col 34}{space 2} 6828.959{col 45}{space 1}   -2.77{col 54}{space 3}0.009{col 62}{space 4}-32878.76{col 75}{space 3}-4985.566
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2} -1238.61{col 34}{space 2} 1779.045{col 45}{space 1}   -0.70{col 54}{space 3}0.492{col 62}{space 4}-4871.904{col 75}{space 3} 2394.684
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-2733.285{col 34}{space 2} 1667.873{col 45}{space 1}   -1.64{col 54}{space 3}0.112{col 62}{space 4}-6139.536{col 75}{space 3} 672.9654
{txt}{space 13}unified {c |}{col 22}{res}{space 2}  1024.83{col 34}{space 2} 2275.986{col 45}{space 1}    0.45{col 54}{space 3}0.656{col 62}{space 4}-3623.352{col 75}{space 3} 5673.013
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2} -1013.23{col 34}{space 2} 694.0656{col 45}{space 1}   -1.46{col 54}{space 3}0.155{col 62}{space 4}-2430.701{col 75}{space 3} 404.2407
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-4059.238{col 34}{space 2} 1972.125{col 45}{space 1}   -2.06{col 54}{space 3}0.048{col 62}{space 4}-8086.854{col 75}{space 3}-31.62166
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2}  1629.19{col 34}{space 2} 785.1834{col 45}{space 1}    2.07{col 54}{space 3}0.047{col 62}{space 4} 25.63174{col 75}{space 3} 3232.749
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 4252.696{col 34}{space 2} 1026.012{col 45}{space 1}    4.14{col 54}{space 3}0.000{col 62}{space 4} 2157.299{col 75}{space 3} 6348.093
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 1309.308{col 34}{space 2} 660.4208{col 45}{space 1}    1.98{col 54}{space 3}0.057{col 62}{space 4}-39.45122{col 75}{space 3} 2658.067
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 3212.797{col 34}{space 2} 528.4485{col 45}{space 1}    6.08{col 54}{space 3}0.000{col 62}{space 4} 2133.562{col 75}{space 3} 4292.033
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2}   376.07{col 34}{space 2} 152.0052{col 45}{space 1}    2.47{col 54}{space 3}0.019{col 62}{space 4} 65.63394{col 75}{space 3}  686.506
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 77.87644{col 34}{space 2} 53.52658{col 45}{space 1}    1.45{col 54}{space 3}0.156{col 62}{space 4}-31.43942{col 75}{space 3} 187.1923
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 6885.002{col 34}{space 2} 3320.644{col 45}{space 1}    2.07{col 54}{space 3}0.047{col 62}{space 4} 103.3415{col 75}{space 3} 13666.66
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 2018.805{col 34}{space 2}  3597.47{col 45}{space 1}    0.56{col 54}{space 3}0.579{col 62}{space 4}-5328.208{col 75}{space 3} 9365.819
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 1072.987{col 34}{space 2} 323.5627{col 45}{space 1}    3.32{col 54}{space 3}0.002{col 62}{space 4} 412.1841{col 75}{space 3}  1733.79
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 251.4826{col 34}{space 2} 105.2864{col 45}{space 1}    2.39{col 54}{space 3}0.023{col 62}{space 4} 36.45919{col 75}{space 3}  466.506
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 154.7242{col 34}{space 2} 123.3422{col 45}{space 1}    1.25{col 54}{space 3}0.219{col 62}{space 4} -97.1742{col 75}{space 3} 406.6225
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-1568.128{col 34}{space 2} 923.6386{col 45}{space 1}   -1.70{col 54}{space 3}0.100{col 62}{space 4}-3454.449{col 75}{space 3} 318.1939
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 3057.049{col 34}{space 2} 2275.647{col 45}{space 1}    1.34{col 54}{space 3}0.189{col 62}{space 4}-1590.442{col 75}{space 3}  7704.54
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2}  2802.53{col 34}{space 2} 2353.837{col 45}{space 1}    1.19{col 54}{space 3}0.243{col 62}{space 4}-2004.647{col 75}{space 3} 7609.706
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-3021.565{col 34}{space 2} 3338.382{col 45}{space 1}   -0.91{col 54}{space 3}0.373{col 62}{space 4}-9839.451{col 75}{space 3} 3796.322
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-2520.042{col 34}{space 2} 4215.548{col 45}{space 1}   -0.60{col 54}{space 3}0.554{col 62}{space 4}-11129.34{col 75}{space 3} 6089.256
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-5313.352{col 34}{space 2} 2510.549{col 45}{space 1}   -2.12{col 54}{space 3}0.043{col 62}{space 4}-10440.58{col 75}{space 3}-186.1262
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-905.1062{col 34}{space 2} 2640.691{col 45}{space 1}   -0.34{col 54}{space 3}0.734{col 62}{space 4}-6298.116{col 75}{space 3} 4487.904
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-1748.957{col 34}{space 2} 2354.383{col 45}{space 1}   -0.74{col 54}{space 3}0.463{col 62}{space 4}-6557.248{col 75}{space 3} 3059.335
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 172.8267{col 34}{space 2} 2191.584{col 45}{space 1}    0.08{col 54}{space 3}0.938{col 62}{space 4}-4302.985{col 75}{space 3} 4648.639
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-1422.952{col 34}{space 2} 1280.297{col 45}{space 1}   -1.11{col 54}{space 3}0.275{col 62}{space 4}-4037.667{col 75}{space 3} 1191.763
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 1010.261{col 34}{space 2} 2515.372{col 45}{space 1}    0.40{col 54}{space 3}0.691{col 62}{space 4}-4126.815{col 75}{space 3} 6147.337
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-3627.145{col 34}{space 2} 3408.947{col 45}{space 1}   -1.06{col 54}{space 3}0.296{col 62}{space 4}-10589.14{col 75}{space 3} 3334.853
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-2222.376{col 34}{space 2} 3384.549{col 45}{space 1}   -0.66{col 54}{space 3}0.516{col 62}{space 4}-9134.547{col 75}{space 3} 4689.796
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-1982.858{col 34}{space 2} 5157.448{col 45}{space 1}   -0.38{col 54}{space 3}0.703{col 62}{space 4}-12515.77{col 75}{space 3} 8550.056
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-116.2256{col 34}{space 2} 6192.281{col 45}{space 1}   -0.02{col 54}{space 3}0.985{col 62}{space 4}-12762.55{col 75}{space 3}  12530.1
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-2557.547{col 34}{space 2}   6342.7{col 45}{space 1}   -0.40{col 54}{space 3}0.690{col 62}{space 4}-15511.07{col 75}{space 3} 10395.98
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-4805.916{col 34}{space 2} 5833.379{col 45}{space 1}   -0.82{col 54}{space 3}0.417{col 62}{space 4}-16719.27{col 75}{space 3} 7107.434
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-8852.603{col 34}{space 2}  3661.97{col 45}{space 1}   -2.42{col 54}{space 3}0.022{col 62}{space 4}-16331.34{col 75}{space 3}-1373.862
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} -5642.67{col 34}{space 2} 4060.544{col 45}{space 1}   -1.39{col 54}{space 3}0.175{col 62}{space 4}-13935.41{col 75}{space 3} 2650.068
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-50690.61{col 34}{space 2} 12371.18{col 45}{space 1}   -4.10{col 54}{space 3}0.000{col 62}{space 4}-75955.94{col 75}{space 3}-25425.28
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 29760.082
             {txt}sigma_e {c |} {res}  42213.84
                 {txt}rho {c |} {res} .33199842{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2927237{col 39} -2917509{col 50}    28{col 58}  5835074{col 69}  5835365
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.25 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.25 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 169.9093{col 26}{space 2} 1098.481{col 37}{space 1}    0.15{col 46}{space 3}0.878{col 54}{space 4}-2073.489{col 67}{space 3} 2413.308
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.25 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 7440.079{col 26}{space 2} 1493.482{col 37}{space 1}    4.98{col 46}{space 3}0.000{col 54}{space 4} 4389.982{col 67}{space 3} 10490.18
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
.    
. * Q = 0.50 [$ 63,306.38: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero ceo privmgt pctagency_packing perc_prof nongov_recip zloyalty2_abszero ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(50)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0303                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0083                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0659                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.1683                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_50{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2}-266.4359{col 34}{space 2} 4423.448{col 45}{space 1}   -0.06{col 54}{space 3}0.952{col 62}{space 4}-9300.322{col 75}{space 3} 8767.451
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2} 12238.05{col 34}{space 2} 4664.079{col 45}{space 1}    2.62{col 54}{space 3}0.014{col 62}{space 4} 2712.732{col 75}{space 3} 21763.37
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2}-59.25434{col 34}{space 2}  2683.07{col 45}{space 1}   -0.02{col 54}{space 3}0.983{col 62}{space 4}-5538.814{col 75}{space 3} 5420.305
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}  1845.47{col 34}{space 2} 6517.938{col 45}{space 1}    0.28{col 54}{space 3}0.779{col 62}{space 4}-11465.94{col 75}{space 3} 15156.88
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2} -15773.9{col 34}{space 2} 6006.177{col 45}{space 1}   -2.63{col 54}{space 3}0.013{col 62}{space 4}-28040.15{col 75}{space 3}-3507.651
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 41.32223{col 34}{space 2} 421.8676{col 45}{space 1}    0.10{col 54}{space 3}0.923{col 62}{space 4}-820.2464{col 75}{space 3} 902.8909
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 50202.89{col 34}{space 2} 101621.3{col 45}{space 1}    0.49{col 54}{space 3}0.625{col 62}{space 4}-157335.4{col 75}{space 3} 257741.2
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-20200.96{col 34}{space 2}  15858.4{col 45}{space 1}   -1.27{col 54}{space 3}0.213{col 62}{space 4}-52588.15{col 75}{space 3} 12186.22
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-6510.233{col 34}{space 2} 6617.364{col 45}{space 1}   -0.98{col 54}{space 3}0.333{col 62}{space 4}-20024.69{col 75}{space 3} 7004.227
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-3532.901{col 34}{space 2} 5334.273{col 45}{space 1}   -0.66{col 54}{space 3}0.513{col 62}{space 4}-14426.94{col 75}{space 3} 7361.137
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 12428.73{col 34}{space 2} 6432.106{col 45}{space 1}    1.93{col 54}{space 3}0.063{col 62}{space 4} -707.378{col 75}{space 3} 25564.85
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-2711.978{col 34}{space 2} 1341.183{col 45}{space 1}   -2.02{col 54}{space 3}0.052{col 62}{space 4}-5451.039{col 75}{space 3}  27.0833
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-9266.688{col 34}{space 2} 2686.344{col 45}{space 1}   -3.45{col 54}{space 3}0.002{col 62}{space 4}-14752.93{col 75}{space 3}-3780.441
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 5305.856{col 34}{space 2} 2850.475{col 45}{space 1}    1.86{col 54}{space 3}0.073{col 62}{space 4}-515.5911{col 75}{space 3}  11127.3
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 8474.531{col 34}{space 2} 2838.193{col 45}{space 1}    2.99{col 54}{space 3}0.006{col 62}{space 4} 2678.167{col 75}{space 3} 14270.89
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 4336.295{col 34}{space 2} 3954.014{col 45}{space 1}    1.10{col 54}{space 3}0.282{col 62}{space 4}-3738.879{col 75}{space 3} 12411.47
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 7065.868{col 34}{space 2} 1070.832{col 45}{space 1}    6.60{col 54}{space 3}0.000{col 62}{space 4} 4878.938{col 75}{space 3} 9252.799
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 1029.937{col 34}{space 2}  381.049{col 45}{space 1}    2.70{col 54}{space 3}0.011{col 62}{space 4} 251.7311{col 75}{space 3} 1808.143
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 99.33058{col 34}{space 2} 135.7312{col 45}{space 1}    0.73{col 54}{space 3}0.470{col 62}{space 4}-177.8694{col 75}{space 3} 376.5306
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 15633.77{col 34}{space 2} 8904.444{col 45}{space 1}    1.76{col 54}{space 3}0.089{col 62}{space 4} -2551.53{col 75}{space 3} 33819.07
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 7138.003{col 34}{space 2} 10283.38{col 45}{space 1}    0.69{col 54}{space 3}0.493{col 62}{space 4}-13863.45{col 75}{space 3} 28139.46
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 2221.599{col 34}{space 2} 591.8643{col 45}{space 1}    3.75{col 54}{space 3}0.001{col 62}{space 4} 1012.851{col 75}{space 3} 3430.347
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 375.7521{col 34}{space 2}  169.678{col 45}{space 1}    2.21{col 54}{space 3}0.035{col 62}{space 4} 29.22345{col 75}{space 3} 722.2808
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-152.1992{col 34}{space 2} 291.7483{col 45}{space 1}   -0.52{col 54}{space 3}0.606{col 62}{space 4}-748.0287{col 75}{space 3} 443.6303
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-4501.594{col 34}{space 2} 3292.439{col 45}{space 1}   -1.37{col 54}{space 3}0.182{col 62}{space 4}-11225.65{col 75}{space 3} 2222.463
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 6981.772{col 34}{space 2} 5266.545{col 45}{space 1}    1.33{col 54}{space 3}0.195{col 62}{space 4}-3773.949{col 75}{space 3} 17737.49
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 9455.515{col 34}{space 2} 8734.473{col 45}{space 1}    1.08{col 54}{space 3}0.288{col 62}{space 4}-8382.659{col 75}{space 3} 27293.69
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-12042.02{col 34}{space 2}  7755.09{col 45}{space 1}   -1.55{col 54}{space 3}0.131{col 62}{space 4}-27880.02{col 75}{space 3} 3795.991
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-9386.039{col 34}{space 2} 8973.925{col 45}{space 1}   -1.05{col 54}{space 3}0.304{col 62}{space 4}-27713.24{col 75}{space 3} 8941.159
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-5048.681{col 34}{space 2} 8906.862{col 45}{space 1}   -0.57{col 54}{space 3}0.575{col 62}{space 4}-23238.92{col 75}{space 3} 13141.56
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 4947.083{col 34}{space 2} 8587.071{col 45}{space 1}    0.58{col 54}{space 3}0.569{col 62}{space 4}-12590.06{col 75}{space 3} 22484.22
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}  750.064{col 34}{space 2} 8051.378{col 45}{space 1}    0.09{col 54}{space 3}0.926{col 62}{space 4}-15693.04{col 75}{space 3} 17193.17
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 10717.53{col 34}{space 2} 7515.297{col 45}{space 1}    1.43{col 54}{space 3}0.164{col 62}{space 4} -4630.75{col 75}{space 3} 26065.82
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 1649.621{col 34}{space 2} 5609.613{col 45}{space 1}    0.29{col 54}{space 3}0.771{col 62}{space 4}-9806.737{col 75}{space 3} 13105.98
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 7327.483{col 34}{space 2}   8476.6{col 45}{space 1}    0.86{col 54}{space 3}0.394{col 62}{space 4}-9984.044{col 75}{space 3} 24639.01
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-3657.101{col 34}{space 2} 10606.41{col 45}{space 1}   -0.34{col 54}{space 3}0.733{col 62}{space 4}-25318.28{col 75}{space 3} 18004.08
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}  6903.11{col 34}{space 2} 10582.82{col 45}{space 1}    0.65{col 54}{space 3}0.519{col 62}{space 4}-14709.89{col 75}{space 3} 28516.11
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-3934.392{col 34}{space 2} 15503.58{col 45}{space 1}   -0.25{col 54}{space 3}0.801{col 62}{space 4}-35596.93{col 75}{space 3} 27728.15
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 1250.471{col 34}{space 2}  20425.1{col 45}{space 1}    0.06{col 54}{space 3}0.952{col 62}{space 4}-40463.14{col 75}{space 3} 42964.08
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}  1704.83{col 34}{space 2} 19420.43{col 45}{space 1}    0.09{col 54}{space 3}0.931{col 62}{space 4}-37956.98{col 75}{space 3} 41366.64
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-9042.531{col 34}{space 2} 15747.08{col 45}{space 1}   -0.57{col 54}{space 3}0.570{col 62}{space 4}-41202.35{col 75}{space 3} 23117.29
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-5021.789{col 34}{space 2} 10824.13{col 45}{space 1}   -0.46{col 54}{space 3}0.646{col 62}{space 4} -27127.6{col 75}{space 3} 17084.02
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 115.2235{col 34}{space 2} 10558.49{col 45}{space 1}    0.01{col 54}{space 3}0.991{col 62}{space 4} -21448.1{col 75}{space 3} 21678.54
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-79069.99{col 34}{space 2} 29652.08{col 45}{space 1}   -2.67{col 54}{space 3}0.012{col 62}{space 4}-139627.6{col 75}{space 3}-18512.36
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 83746.834
             {txt}sigma_e {c |} {res} 122577.73
                 {txt}rho {c |} {res} .31823519{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3178915{col 39} -3175193{col 50}    28{col 58}  6350441{col 69}  6350733
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.50 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.50 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-273.2338{col 26}{space 2} 4536.308{col 37}{space 1}   -0.06{col 46}{space 3}0.952{col 54}{space 4}-9537.611{col 67}{space 3} 8991.143
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.50 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 11742.13{col 26}{space 2} 2743.836{col 37}{space 1}    4.28{col 46}{space 3}0.000{col 54}{space 4} 6138.474{col 67}{space 3} 17345.79
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
. 
. * Q = 0.75 [$ 233,762: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt pctagency_packing perc_prof  nongov_recip zloyalty2_abszero   ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(75)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0159                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.2243                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0270                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0580                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_75{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 14530.92{col 34}{space 2} 19429.44{col 45}{space 1}    0.75{col 54}{space 3}0.460{col 62}{space 4}-25149.29{col 75}{space 3} 54211.13
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2} 35981.86{col 34}{space 2} 27012.56{col 45}{space 1}    1.33{col 54}{space 3}0.193{col 62}{space 4}-19185.15{col 75}{space 3} 91148.88
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2}-6794.687{col 34}{space 2} 7497.349{col 45}{space 1}   -0.91{col 54}{space 3}0.372{col 62}{space 4}-22106.32{col 75}{space 3} 8516.943
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-31611.66{col 34}{space 2} 27220.19{col 45}{space 1}   -1.16{col 54}{space 3}0.255{col 62}{space 4}-87202.69{col 75}{space 3} 23979.38
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-22984.52{col 34}{space 2} 22154.92{col 45}{space 1}   -1.04{col 54}{space 3}0.308{col 62}{space 4} -68230.9{col 75}{space 3} 22261.86
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 1535.675{col 34}{space 2}  1461.18{col 45}{space 1}    1.05{col 54}{space 3}0.302{col 62}{space 4}-1448.452{col 75}{space 3} 4519.803
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 287840.5{col 34}{space 2}   456553{col 45}{space 1}    0.63{col 54}{space 3}0.533{col 62}{space 4}-644565.2{col 75}{space 3}  1220246
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-9278.731{col 34}{space 2} 74559.37{col 45}{space 1}   -0.12{col 54}{space 3}0.902{col 62}{space 4}-161549.3{col 75}{space 3} 142991.8
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-8343.219{col 34}{space 2} 21679.79{col 45}{space 1}   -0.38{col 54}{space 3}0.703{col 62}{space 4}-52619.27{col 75}{space 3} 35932.83
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}  5886.52{col 34}{space 2}  31263.5{col 45}{space 1}    0.19{col 54}{space 3}0.852{col 62}{space 4}-57962.07{col 75}{space 3} 69735.11
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 32252.84{col 34}{space 2} 35225.25{col 45}{space 1}    0.92{col 54}{space 3}0.367{col 62}{space 4}-39686.72{col 75}{space 3} 104192.4
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-6868.726{col 34}{space 2} 6331.015{col 45}{space 1}   -1.08{col 54}{space 3}0.287{col 62}{space 4}-19798.38{col 75}{space 3} 6060.931
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-41297.25{col 34}{space 2} 10783.94{col 45}{space 1}   -3.83{col 54}{space 3}0.001{col 62}{space 4}   -63321{col 75}{space 3}-19273.51
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 27889.38{col 34}{space 2} 12540.83{col 45}{space 1}    2.22{col 54}{space 3}0.034{col 62}{space 4} 2277.584{col 75}{space 3} 53501.18
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 40604.94{col 34}{space 2} 17274.92{col 45}{space 1}    2.35{col 54}{space 3}0.026{col 62}{space 4} 5324.853{col 75}{space 3} 75885.03
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2}  39779.4{col 34}{space 2} 23067.92{col 45}{space 1}    1.72{col 54}{space 3}0.095{col 62}{space 4} -7331.57{col 75}{space 3} 86890.37
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 20515.58{col 34}{space 2} 5165.169{col 45}{space 1}    3.97{col 54}{space 3}0.000{col 62}{space 4} 9966.902{col 75}{space 3} 31064.27
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 4466.558{col 34}{space 2} 1612.005{col 45}{space 1}    2.77{col 54}{space 3}0.010{col 62}{space 4} 1174.405{col 75}{space 3}  7758.71
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2}  712.619{col 34}{space 2}  765.068{col 45}{space 1}    0.93{col 54}{space 3}0.359{col 62}{space 4}-849.8582{col 75}{space 3} 2275.096
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 50313.72{col 34}{space 2} 34916.37{col 45}{space 1}    1.44{col 54}{space 3}0.160{col 62}{space 4}-20995.02{col 75}{space 3} 121622.5
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 16825.13{col 34}{space 2} 40445.48{col 45}{space 1}    0.42{col 54}{space 3}0.680{col 62}{space 4}-65775.56{col 75}{space 3} 99425.82
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 8345.646{col 34}{space 2} 2512.983{col 45}{space 1}    3.32{col 54}{space 3}0.002{col 62}{space 4} 3213.449{col 75}{space 3} 13477.84
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 1367.325{col 34}{space 2} 908.5163{col 45}{space 1}    1.51{col 54}{space 3}0.143{col 62}{space 4}-488.1133{col 75}{space 3} 3222.762
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-3428.884{col 34}{space 2} 1518.757{col 45}{space 1}   -2.26{col 54}{space 3}0.031{col 62}{space 4}  -6530.6{col 75}{space 3}-327.1679
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-30342.87{col 34}{space 2} 16891.27{col 45}{space 1}   -1.80{col 54}{space 3}0.083{col 62}{space 4}-64839.45{col 75}{space 3} 4153.702
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 10184.73{col 34}{space 2} 20065.39{col 45}{space 1}    0.51{col 54}{space 3}0.615{col 62}{space 4}-30794.26{col 75}{space 3} 51163.71
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 26853.38{col 34}{space 2} 38595.81{col 45}{space 1}    0.70{col 54}{space 3}0.492{col 62}{space 4}-51969.79{col 75}{space 3} 105676.5
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-1908.905{col 34}{space 2} 35623.97{col 45}{space 1}   -0.05{col 54}{space 3}0.958{col 62}{space 4}-74662.75{col 75}{space 3} 70844.94
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-15864.88{col 34}{space 2} 38100.93{col 45}{space 1}   -0.42{col 54}{space 3}0.680{col 62}{space 4}-93677.37{col 75}{space 3} 61947.61
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-10039.34{col 34}{space 2} 41289.27{col 45}{space 1}   -0.24{col 54}{space 3}0.810{col 62}{space 4}-94363.27{col 75}{space 3} 74284.59
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-1351.586{col 34}{space 2} 43636.94{col 45}{space 1}   -0.03{col 54}{space 3}0.975{col 62}{space 4}-90470.11{col 75}{space 3} 87766.94
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-29051.19{col 34}{space 2} 42039.95{col 45}{space 1}   -0.69{col 54}{space 3}0.495{col 62}{space 4}-114908.2{col 75}{space 3} 56805.83
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 31610.48{col 34}{space 2} 34582.65{col 45}{space 1}    0.91{col 54}{space 3}0.368{col 62}{space 4}-39016.71{col 75}{space 3} 102237.7
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 15219.79{col 34}{space 2} 31258.18{col 45}{space 1}    0.49{col 54}{space 3}0.630{col 62}{space 4}-48617.92{col 75}{space 3}  79057.5
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 44765.42{col 34}{space 2}  31787.5{col 45}{space 1}    1.41{col 54}{space 3}0.169{col 62}{space 4}-20153.32{col 75}{space 3} 109684.2
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} 3424.584{col 34}{space 2} 41558.56{col 45}{space 1}    0.08{col 54}{space 3}0.935{col 62}{space 4}-81449.31{col 75}{space 3} 88298.48
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 35621.25{col 34}{space 2} 41779.68{col 45}{space 1}    0.85{col 54}{space 3}0.401{col 62}{space 4}-49704.23{col 75}{space 3} 120946.7
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-23038.43{col 34}{space 2} 70743.82{col 45}{space 1}   -0.33{col 54}{space 3}0.747{col 62}{space 4}-167516.6{col 75}{space 3} 121439.7
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-12929.25{col 34}{space 2} 89046.91{col 45}{space 1}   -0.15{col 54}{space 3}0.886{col 62}{space 4}-194787.3{col 75}{space 3} 168928.8
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 9675.336{col 34}{space 2} 84682.47{col 45}{space 1}    0.11{col 54}{space 3}0.910{col 62}{space 4}-163269.3{col 75}{space 3}   182620
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-23148.08{col 34}{space 2} 73151.64{col 45}{space 1}   -0.32{col 54}{space 3}0.754{col 62}{space 4}-172543.7{col 75}{space 3} 126247.5
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} -2276.75{col 34}{space 2} 45371.51{col 45}{space 1}   -0.05{col 54}{space 3}0.960{col 62}{space 4}-94937.74{col 75}{space 3} 90384.24
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 17233.29{col 34}{space 2} 50930.88{col 45}{space 1}    0.34{col 54}{space 3}0.737{col 62}{space 4}-86781.45{col 75}{space 3}   121248
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-379532.5{col 34}{space 2} 176012.5{col 45}{space 1}   -2.16{col 54}{space 3}0.039{col 62}{space 4}  -738998{col 75}{space 3}   -20067
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 339685.58
             {txt}sigma_e {c |} {res} 564252.37
                 {txt}rho {c |} {res} .26600983{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3546189{col 39} -3544255{col 50}    28{col 58}  7088567{col 69}  7088858
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.75 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.75 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 14901.67{col 26}{space 2} 19925.16{col 37}{space 1}    0.75{col 46}{space 3}0.460{col 54}{space 4}-25790.94{col 67}{space 3} 55594.28
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.75 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  50228.8{col 26}{space 2} 15017.62{col 37}{space 1}    3.34{col 46}{space 3}0.002{col 54}{space 4} 19558.72{col 67}{space 3} 80898.88
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.   
. * Q = 0.90 [$ 786,330.1: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt pctagency_packing perc_prof  nongov_recip zloyalty2_abszero   ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(90)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0121                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.3627                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0131                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0186                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_90{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 34458.27{col 34}{space 2} 67892.67{col 45}{space 1}    0.51{col 54}{space 3}0.615{col 62}{space 4}-104197.1{col 75}{space 3} 173113.6
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2}   174813{col 34}{space 2} 103044.4{col 45}{space 1}    1.70{col 54}{space 3}0.100{col 62}{space 4}-35631.68{col 75}{space 3} 385257.7
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 52101.32{col 34}{space 2} 37793.02{col 45}{space 1}    1.38{col 54}{space 3}0.178{col 62}{space 4}-25082.32{col 75}{space 3}   129285
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-203277.7{col 34}{space 2} 134912.7{col 45}{space 1}   -1.51{col 54}{space 3}0.142{col 62}{space 4}-478806.2{col 75}{space 3}  72250.9
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-6894.738{col 34}{space 2} 109783.1{col 45}{space 1}   -0.06{col 54}{space 3}0.950{col 62}{space 4}-231101.8{col 75}{space 3} 217312.3
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 8625.168{col 34}{space 2}  5928.09{col 45}{space 1}    1.45{col 54}{space 3}0.156{col 62}{space 4}-3481.607{col 75}{space 3} 20731.94
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2}-760590.1{col 34}{space 2}  1843987{col 45}{space 1}   -0.41{col 54}{space 3}0.683{col 62}{space 4} -4526514{col 75}{space 3}  3005334
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-144449.4{col 34}{space 2}   274318{col 45}{space 1}   -0.53{col 54}{space 3}0.602{col 62}{space 4}-704681.5{col 75}{space 3} 415782.6
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-28516.16{col 34}{space 2} 82539.01{col 45}{space 1}   -0.35{col 54}{space 3}0.732{col 62}{space 4}-197083.3{col 75}{space 3}   140051
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-118217.9{col 34}{space 2}   160247{col 45}{space 1}   -0.74{col 54}{space 3}0.466{col 62}{space 4}  -445486{col 75}{space 3} 209050.2
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 91145.12{col 34}{space 2} 151377.5{col 45}{space 1}    0.60{col 54}{space 3}0.552{col 62}{space 4}  -218009{col 75}{space 3} 400299.3
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-30863.11{col 34}{space 2} 37527.11{col 45}{space 1}   -0.82{col 54}{space 3}0.417{col 62}{space 4}-107503.7{col 75}{space 3} 45777.46
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-182826.9{col 34}{space 2} 78756.92{col 45}{space 1}   -2.32{col 54}{space 3}0.027{col 62}{space 4}  -343670{col 75}{space 3}-21983.86
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 87648.59{col 34}{space 2} 59976.64{col 45}{space 1}    1.46{col 54}{space 3}0.154{col 62}{space 4}-34840.06{col 75}{space 3} 210137.2
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 160517.2{col 34}{space 2} 98969.76{col 45}{space 1}    1.62{col 54}{space 3}0.115{col 62}{space 4}   -41606{col 75}{space 3} 362640.4
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 144375.7{col 34}{space 2} 88443.18{col 45}{space 1}    1.63{col 54}{space 3}0.113{col 62}{space 4}-36249.33{col 75}{space 3} 325000.8
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2}  49458.8{col 34}{space 2} 19286.82{col 45}{space 1}    2.56{col 54}{space 3}0.016{col 62}{space 4} 10069.85{col 75}{space 3} 88847.75
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2}  12762.1{col 34}{space 2} 4278.903{col 45}{space 1}    2.98{col 54}{space 3}0.006{col 62}{space 4} 4023.416{col 75}{space 3} 21500.79
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 2558.784{col 34}{space 2} 3415.724{col 45}{space 1}    0.75{col 54}{space 3}0.460{col 62}{space 4}-4417.056{col 75}{space 3} 9534.624
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 231108.8{col 34}{space 2} 116170.9{col 45}{space 1}    1.99{col 54}{space 3}0.056{col 62}{space 4}-6143.778{col 75}{space 3} 468361.3
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 51817.04{col 34}{space 2}   102654{col 45}{space 1}    0.50{col 54}{space 3}0.617{col 62}{space 4}-157830.4{col 75}{space 3} 261464.4
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 43040.33{col 34}{space 2} 8623.973{col 45}{space 1}    4.99{col 54}{space 3}0.000{col 62}{space 4} 25427.83{col 75}{space 3} 60652.84
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 7539.301{col 34}{space 2} 7570.913{col 45}{space 1}    1.00{col 54}{space 3}0.327{col 62}{space 4}-7922.566{col 75}{space 3} 23001.17
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} -22046.4{col 34}{space 2} 5145.363{col 45}{space 1}   -4.28{col 54}{space 3}0.000{col 62}{space 4}-32554.64{col 75}{space 3}-11538.17
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-103564.2{col 34}{space 2} 89977.43{col 45}{space 1}   -1.15{col 54}{space 3}0.259{col 62}{space 4}-287322.6{col 75}{space 3} 80194.19
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 125432.2{col 34}{space 2} 70715.09{col 45}{space 1}    1.77{col 54}{space 3}0.086{col 62}{space 4}-18987.25{col 75}{space 3} 269851.7
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 272238.9{col 34}{space 2} 166021.5{col 45}{space 1}    1.64{col 54}{space 3}0.111{col 62}{space 4}-66822.26{col 75}{space 3} 611300.1
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} 192068.1{col 34}{space 2} 187721.9{col 45}{space 1}    1.02{col 54}{space 3}0.314{col 62}{space 4}-191311.1{col 75}{space 3} 575447.3
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} 276046.6{col 34}{space 2} 167260.5{col 45}{space 1}    1.65{col 54}{space 3}0.109{col 62}{space 4}-65544.88{col 75}{space 3} 617638.1
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} 335293.4{col 34}{space 2} 161162.2{col 45}{space 1}    2.08{col 54}{space 3}0.046{col 62}{space 4} 6156.246{col 75}{space 3} 664430.7
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 347905.4{col 34}{space 2} 218766.3{col 45}{space 1}    1.59{col 54}{space 3}0.122{col 62}{space 4}-98875.09{col 75}{space 3} 794685.8
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 86747.38{col 34}{space 2} 116120.4{col 45}{space 1}    0.75{col 54}{space 3}0.461{col 62}{space 4}-150402.2{col 75}{space 3} 323896.9
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 268140.4{col 34}{space 2} 100595.9{col 45}{space 1}    2.67{col 54}{space 3}0.012{col 62}{space 4} 62696.09{col 75}{space 3} 473584.7
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 164843.3{col 34}{space 2} 135233.7{col 45}{space 1}    1.22{col 54}{space 3}0.232{col 62}{space 4}-111340.7{col 75}{space 3} 441027.4
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 351935.2{col 34}{space 2} 120961.9{col 45}{space 1}    2.91{col 54}{space 3}0.007{col 62}{space 4} 104898.1{col 75}{space 3} 598972.3
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} 58830.27{col 34}{space 2} 236550.2{col 45}{space 1}    0.25{col 54}{space 3}0.805{col 62}{space 4}-424269.7{col 75}{space 3} 541930.2
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 100594.1{col 34}{space 2} 156198.7{col 45}{space 1}    0.64{col 54}{space 3}0.524{col 62}{space 4}-218406.2{col 75}{space 3} 419594.4
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} 1780.828{col 34}{space 2} 293872.8{col 45}{space 1}    0.01{col 54}{space 3}0.995{col 62}{space 4}-598387.4{col 75}{space 3} 601949.1
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 69314.13{col 34}{space 2} 305602.5{col 45}{space 1}    0.23{col 54}{space 3}0.822{col 62}{space 4}-554809.5{col 75}{space 3} 693437.7
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 91093.32{col 34}{space 2}   332674{col 45}{space 1}    0.27{col 54}{space 3}0.786{col 62}{space 4}-588317.6{col 75}{space 3} 770504.2
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} 62400.42{col 34}{space 2}   314237{col 45}{space 1}    0.20{col 54}{space 3}0.844{col 62}{space 4}-579357.1{col 75}{space 3} 704157.9
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} 222087.8{col 34}{space 2} 160597.3{col 45}{space 1}    1.38{col 54}{space 3}0.177{col 62}{space 4}-105895.6{col 75}{space 3} 550071.2
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}   332361{col 34}{space 2} 192515.8{col 45}{space 1}    1.73{col 54}{space 3}0.095{col 62}{space 4}-60808.63{col 75}{space 3} 725530.7
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-904950.5{col 34}{space 2}   679777{col 45}{space 1}   -1.33{col 54}{space 3}0.193{col 62}{space 4} -2293240{col 75}{space 3} 483339.4
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 1433286.4
             {txt}sigma_e {c |} {res} 2639268.2
                 {txt}rho {c |} {res} .22774938{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3918660{col 39} -3917186{col 50}    28{col 58}  7834427{col 69}  7834719
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.90 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.90 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 35337.44{col 26}{space 2} 69624.88{col 37}{space 1}    0.51{col 46}{space 3}0.615{col 54}{space 4}-106855.5{col 67}{space 3} 177530.4
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.90 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 206969.5{col 26}{space 2} 80617.85{col 37}{space 1}    2.57{col 46}{space 3}0.015{col 54}{space 4} 42325.91{col 67}{space 3} 371613.1
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
.    
.  
. * Q = 0.95 [$ 1,623,405: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt pctagency_packing perc_prof  nongov_recip zloyalty2_abszero   ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(95)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0081                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.5270                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0111                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0294                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_95{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} -30814.7{col 34}{space 2} 148892.8{col 45}{space 1}   -0.21{col 54}{space 3}0.837{col 62}{space 4}-334894.4{col 75}{space 3}   273265
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2} 310340.4{col 34}{space 2} 145398.1{col 45}{space 1}    2.13{col 54}{space 3}0.041{col 62}{space 4} 13397.85{col 75}{space 3}   607283
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 154727.4{col 34}{space 2} 95396.88{col 45}{space 1}    1.62{col 54}{space 3}0.115{col 62}{space 4}-40099.04{col 75}{space 3} 349553.8
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-310523.9{col 34}{space 2} 389205.1{col 45}{space 1}   -0.80{col 54}{space 3}0.431{col 62}{space 4} -1105387{col 75}{space 3}   484339
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2} 81280.74{col 34}{space 2} 320598.8{col 45}{space 1}    0.25{col 54}{space 3}0.802{col 62}{space 4}-573469.3{col 75}{space 3} 736030.8
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 15896.43{col 34}{space 2} 19407.79{col 45}{space 1}    0.82{col 54}{space 3}0.419{col 62}{space 4}-23739.56{col 75}{space 3} 55532.43
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 584810.4{col 34}{space 2}  4362927{col 45}{space 1}    0.13{col 54}{space 3}0.894{col 62}{space 4} -8325476{col 75}{space 3}  9495097
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-193608.3{col 34}{space 2} 550514.9{col 45}{space 1}   -0.35{col 54}{space 3}0.728{col 62}{space 4} -1317910{col 75}{space 3} 930693.1
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}  -145332{col 34}{space 2} 199438.6{col 45}{space 1}   -0.73{col 54}{space 3}0.472{col 62}{space 4}  -552640{col 75}{space 3} 261975.9
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-279435.6{col 34}{space 2} 280276.1{col 45}{space 1}   -1.00{col 54}{space 3}0.327{col 62}{space 4}-851835.8{col 75}{space 3} 292964.6
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 66204.95{col 34}{space 2} 334593.8{col 45}{space 1}    0.20{col 54}{space 3}0.844{col 62}{space 4}-617126.8{col 75}{space 3} 749536.7
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-48587.31{col 34}{space 2} 91972.21{col 45}{space 1}   -0.53{col 54}{space 3}0.601{col 62}{space 4}-236419.6{col 75}{space 3}   139245
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-350871.1{col 34}{space 2} 162167.9{col 45}{space 1}   -2.16{col 54}{space 3}0.039{col 62}{space 4}-682062.1{col 75}{space 3}-19680.06
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 154644.2{col 34}{space 2} 183317.5{col 45}{space 1}    0.84{col 54}{space 3}0.406{col 62}{space 4}  -219740{col 75}{space 3} 529028.4
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 240238.2{col 34}{space 2} 217334.9{col 45}{space 1}    1.11{col 54}{space 3}0.278{col 62}{space 4}-203618.9{col 75}{space 3} 684095.3
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2}   341915{col 34}{space 2} 235075.7{col 45}{space 1}    1.45{col 54}{space 3}0.156{col 62}{space 4}-138173.5{col 75}{space 3} 822003.6
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 109008.3{col 34}{space 2} 47693.73{col 45}{space 1}    2.29{col 54}{space 3}0.030{col 62}{space 4} 11604.75{col 75}{space 3} 206411.9
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 29288.29{col 34}{space 2} 7869.734{col 45}{space 1}    3.72{col 54}{space 3}0.001{col 62}{space 4} 13216.15{col 75}{space 3} 45360.43
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 3996.571{col 34}{space 2}  7322.61{col 45}{space 1}    0.55{col 54}{space 3}0.589{col 62}{space 4}-10958.19{col 75}{space 3} 18951.34
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 575627.4{col 34}{space 2} 226271.3{col 45}{space 1}    2.54{col 54}{space 3}0.016{col 62}{space 4} 113519.8{col 75}{space 3}  1037735
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 108751.6{col 34}{space 2} 219401.8{col 45}{space 1}    0.50{col 54}{space 3}0.624{col 62}{space 4}-339326.7{col 75}{space 3} 556829.8
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 86636.73{col 34}{space 2} 20454.84{col 45}{space 1}    4.24{col 54}{space 3}0.000{col 62}{space 4} 44862.38{col 75}{space 3} 128411.1
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 22248.95{col 34}{space 2} 9973.244{col 45}{space 1}    2.23{col 54}{space 3}0.033{col 62}{space 4} 1880.867{col 75}{space 3} 42617.03
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-49392.04{col 34}{space 2} 10631.51{col 45}{space 1}   -4.65{col 54}{space 3}0.000{col 62}{space 4}-71104.48{col 75}{space 3} -27679.6
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-322283.7{col 34}{space 2} 206661.7{col 45}{space 1}   -1.56{col 54}{space 3}0.129{col 62}{space 4}-744343.2{col 75}{space 3} 99775.74
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 231184.7{col 34}{space 2} 210120.3{col 45}{space 1}    1.10{col 54}{space 3}0.280{col 62}{space 4}-197938.2{col 75}{space 3} 660307.7
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 729783.1{col 34}{space 2} 327213.5{col 45}{space 1}    2.23{col 54}{space 3}0.033{col 62}{space 4} 61523.88{col 75}{space 3}  1398042
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} 476589.7{col 34}{space 2}   510402{col 45}{space 1}    0.93{col 54}{space 3}0.358{col 62}{space 4}-565790.2{col 75}{space 3}  1518970
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} 816734.2{col 34}{space 2} 400472.8{col 45}{space 1}    2.04{col 54}{space 3}0.050{col 62}{space 4}-1140.407{col 75}{space 3}  1634609
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} 892513.5{col 34}{space 2} 533384.4{col 45}{space 1}    1.67{col 54}{space 3}0.105{col 62}{space 4}-196802.8{col 75}{space 3}  1981830
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 726078.3{col 34}{space 2} 393261.2{col 45}{space 1}    1.85{col 54}{space 3}0.075{col 62}{space 4}-77068.31{col 75}{space 3}  1529225
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 57842.59{col 34}{space 2} 218491.8{col 45}{space 1}    0.26{col 54}{space 3}0.793{col 62}{space 4}-388377.2{col 75}{space 3} 504062.3
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2}   392322{col 34}{space 2} 263136.1{col 45}{space 1}    1.49{col 54}{space 3}0.146{col 62}{space 4}-145073.7{col 75}{space 3} 929717.6
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 340937.4{col 34}{space 2} 329885.6{col 45}{space 1}    1.03{col 54}{space 3}0.310{col 62}{space 4}-332778.9{col 75}{space 3}  1014654
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 590229.2{col 34}{space 2} 262700.7{col 45}{space 1}    2.25{col 54}{space 3}0.032{col 62}{space 4}  53722.8{col 75}{space 3}  1126736
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-37483.87{col 34}{space 2} 614414.7{col 45}{space 1}   -0.06{col 54}{space 3}0.952{col 62}{space 4} -1292286{col 75}{space 3}  1217318
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 122771.6{col 34}{space 2} 390203.9{col 45}{space 1}    0.31{col 54}{space 3}0.755{col 62}{space 4}-674131.1{col 75}{space 3} 919674.3
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} 44228.76{col 34}{space 2}   688673{col 45}{space 1}    0.06{col 54}{space 3}0.949{col 62}{space 4} -1362229{col 75}{space 3}  1450687
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 196696.5{col 34}{space 2}   676706{col 45}{space 1}    0.29{col 54}{space 3}0.773{col 62}{space 4} -1185321{col 75}{space 3}  1578714
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}   130832{col 34}{space 2}   799855{col 45}{space 1}    0.16{col 54}{space 3}0.871{col 62}{space 4} -1502690{col 75}{space 3}  1764354
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} 51251.82{col 34}{space 2}   791181{col 45}{space 1}    0.06{col 54}{space 3}0.949{col 62}{space 4} -1564555{col 75}{space 3}  1667059
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} 280824.4{col 34}{space 2} 433662.3{col 45}{space 1}    0.65{col 54}{space 3}0.522{col 62}{space 4}-604832.2{col 75}{space 3}  1166481
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 367573.2{col 34}{space 2} 406031.5{col 45}{space 1}    0.91{col 54}{space 3}0.373{col 62}{space 4}-461653.8{col 75}{space 3}  1196800
{txt}{space 15}_cons {c |}{col 22}{res}{space 2} -2186884{col 34}{space 2}  1667175{col 45}{space 1}   -1.31{col 54}{space 3}0.200{col 62}{space 4} -5591708{col 75}{space 3}  1217941
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 4494239.1
             {txt}sigma_e {c |} {res} 6765346.1
                 {txt}rho {c |} {res} .30618113{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -4145718{col 39} -4144729{col 50}    28{col 58}  8289514{col 69}  8289805
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.95 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-GOVERNMENT PARTNER/RECIPIENT EFFECT APPEARS SECOND ****
. 
. 
. ** ESTIMATES FOR FIGURE 5A: Q = 0.95 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-31600.91{col 26}{space 2} 152691.7{col 37}{space 1}   -0.21{col 46}{space 3}0.837{col 54}{space 4}-343438.9{col 67}{space 3} 280237.1
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. ** ESTIMATES FOR FIGURE 5B: Q = 0.95 [NON-GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 + zpol2azng*2.501583 - zpolicy2_abszero*1.452532 - zpol2azng*1.519779)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .981804{res}*{res}zpol2azng = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 273092.5{col 26}{space 2} 143445.6{col 37}{space 1}    1.90{col 46}{space 3}0.067{col 54}{space 4}-19862.47{col 67}{space 3} 566047.6
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
. ** FOR REGRESSION COMPARISON PURPOSES ONLY **   
.  
. * E [LN (Y)] LOGGED TRANSFORMED CONDITIONAL MEAN [OLS]: [UNTRANSFORMED: $ 408,215; LOGGED TRANSFORMED CONVERSION: $ 61,101: N = 241,730] *
. regress ln_fed_funding  zpolicy2_abszero zpol2azng zmanage2_abszero  ceo privmgt  pctagency_packing perc_prof  nongov_recip zloyalty2_abszero   ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  i.subagency year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 ///
> year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, vce(cluster subagency) 
{p 0 6 2}{txt}note: year_07 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}   241,730
                                                {txt}{help j_robustsingular:F(27, 30) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.3046
                                                {txt}Root MSE          =    {res} 1.7199

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}      ln_fed_funding{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} .0582153{col 34}{space 2} .0687504{col 45}{space 1}    0.85{col 54}{space 3}0.404{col 62}{space 4}-.0821918{col 75}{space 3} .1986224
{txt}{space 11}zpol2azng {c |}{col 22}{res}{space 2} .3752754{col 34}{space 2} .1186414{col 45}{space 1}    3.16{col 54}{space 3}0.004{col 62}{space 4} .1329773{col 75}{space 3} .6175735
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} .0323752{col 34}{space 2} .0417045{col 45}{space 1}    0.78{col 54}{space 3}0.444{col 62}{space 4}-.0527968{col 75}{space 3} .1175471
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} .0740108{col 34}{space 2} .0907875{col 45}{space 1}    0.82{col 54}{space 3}0.421{col 62}{space 4} -.111402{col 75}{space 3} .2594236
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-.3763203{col 34}{space 2} .1146366{col 45}{space 1}   -3.28{col 54}{space 3}0.003{col 62}{space 4}-.6104396{col 75}{space 3}-.1422011
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-.0001292{col 34}{space 2} .0072265{col 45}{space 1}   -0.02{col 54}{space 3}0.986{col 62}{space 4}-.0148877{col 75}{space 3} .0146294
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 1.730784{col 34}{space 2} 1.662145{col 45}{space 1}    1.04{col 54}{space 3}0.306{col 62}{space 4}-1.663769{col 75}{space 3} 5.125337
{txt}{space 8}nongov_recip {c |}{col 22}{res}{space 2}-.8437227{col 34}{space 2} .3277104{col 45}{space 1}   -2.57{col 54}{space 3}0.015{col 62}{space 4}-1.512997{col 75}{space 3}-.1744487
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-.0570027{col 34}{space 2} .1012275{col 45}{space 1}   -0.56{col 54}{space 3}0.578{col 62}{space 4}-.2637368{col 75}{space 3} .1497314
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2} .2980625{col 34}{space 2} .2356578{col 45}{space 1}    1.26{col 54}{space 3}0.216{col 62}{space 4}-.1832151{col 75}{space 3}   .77934
{txt}{space 13}unified {c |}{col 22}{res}{space 2} .1547911{col 34}{space 2} .1087911{col 45}{space 1}    1.42{col 54}{space 3}0.165{col 62}{space 4}-.0673901{col 75}{space 3} .3769723
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-.0422752{col 34}{space 2} .0301508{col 45}{space 1}   -1.40{col 54}{space 3}0.171{col 62}{space 4}-.1038514{col 75}{space 3}  .019301
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-.1799798{col 34}{space 2} .0441628{col 45}{space 1}   -4.08{col 54}{space 3}0.000{col 62}{space 4}-.2701722{col 75}{space 3}-.0897873
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} .1008118{col 34}{space 2} .0344952{col 45}{space 1}    2.92{col 54}{space 3}0.007{col 62}{space 4} .0303632{col 75}{space 3} .1712603
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} .2097579{col 34}{space 2} .0620368{col 45}{space 1}    3.38{col 54}{space 3}0.002{col 62}{space 4} .0830618{col 75}{space 3} .3364539
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} .1119884{col 34}{space 2} .0650634{col 45}{space 1}    1.72{col 54}{space 3}0.096{col 62}{space 4}-.0208888{col 75}{space 3} .2448656
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} .1371035{col 34}{space 2} .0302145{col 45}{space 1}    4.54{col 54}{space 3}0.000{col 62}{space 4} .0753973{col 75}{space 3} .1988097
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} .0185045{col 34}{space 2} .0069089{col 45}{space 1}    2.68{col 54}{space 3}0.012{col 62}{space 4} .0043948{col 75}{space 3} .0326143
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} .0042153{col 34}{space 2} .0025049{col 45}{space 1}    1.68{col 54}{space 3}0.103{col 62}{space 4}-.0009004{col 75}{space 3}  .009331
{txt}{space 12}action_a {c |}{col 22}{res}{space 2}   .40698{col 34}{space 2} .1924668{col 45}{space 1}    2.11{col 54}{space 3}0.043{col 62}{space 4} .0139103{col 75}{space 3} .8000497
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} .1350485{col 34}{space 2} .1871759{col 45}{space 1}    0.72{col 54}{space 3}0.476{col 62}{space 4}-.2472157{col 75}{space 3} .5173126
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} .0539195{col 34}{space 2}  .014345{col 45}{space 1}    3.76{col 54}{space 3}0.001{col 62}{space 4}  .024623{col 75}{space 3}  .083216
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} .0122469{col 34}{space 2}  .004831{col 45}{space 1}    2.54{col 54}{space 3}0.017{col 62}{space 4} .0023808{col 75}{space 3}  .022113
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-.0029491{col 34}{space 2} .0062597{col 45}{space 1}   -0.47{col 54}{space 3}0.641{col 62}{space 4}-.0157331{col 75}{space 3} .0098349
{txt}{space 20} {c |}
{space 11}subagency {c |}
{space 18}2  {c |}{col 22}{res}{space 2} 1.974893{col 34}{space 2} .1585973{col 45}{space 1}   12.45{col 54}{space 3}0.000{col 62}{space 4} 1.650994{col 75}{space 3} 2.298792
{txt}{space 18}3  {c |}{col 22}{res}{space 2} 2.223574{col 34}{space 2} .1463304{col 45}{space 1}   15.20{col 54}{space 3}0.000{col 62}{space 4} 1.924727{col 75}{space 3}  2.52242
{txt}{space 18}4  {c |}{col 22}{res}{space 2} 2.100849{col 34}{space 2} .3557423{col 45}{space 1}    5.91{col 54}{space 3}0.000{col 62}{space 4} 1.374326{col 75}{space 3} 2.827372
{txt}{space 18}5  {c |}{col 22}{res}{space 2} 1.652669{col 34}{space 2} .5087949{col 45}{space 1}    3.25{col 54}{space 3}0.003{col 62}{space 4} .6135709{col 75}{space 3} 2.691767
{txt}{space 18}6  {c |}{col 22}{res}{space 2} 1.676458{col 34}{space 2} .3197139{col 45}{space 1}    5.24{col 54}{space 3}0.000{col 62}{space 4} 1.023515{col 75}{space 3} 2.329401
{txt}{space 18}7  {c |}{col 22}{res}{space 2} 2.960011{col 34}{space 2} .2587903{col 45}{space 1}   11.44{col 54}{space 3}0.000{col 62}{space 4}  2.43149{col 75}{space 3} 3.488531
{txt}{space 18}8  {c |}{col 22}{res}{space 2} 2.001635{col 34}{space 2} .2705508{col 45}{space 1}    7.40{col 54}{space 3}0.000{col 62}{space 4} 1.449097{col 75}{space 3} 2.554174
{txt}{space 18}9  {c |}{col 22}{res}{space 2} 1.747542{col 34}{space 2} .4158514{col 45}{space 1}    4.20{col 54}{space 3}0.000{col 62}{space 4} .8982604{col 75}{space 3} 2.596824
{txt}{space 17}11  {c |}{col 22}{res}{space 2} 1.858507{col 34}{space 2} .4446879{col 45}{space 1}    4.18{col 54}{space 3}0.000{col 62}{space 4} .9503334{col 75}{space 3} 2.766681
{txt}{space 17}12  {c |}{col 22}{res}{space 2} 3.143464{col 34}{space 2} .3260048{col 45}{space 1}    9.64{col 54}{space 3}0.000{col 62}{space 4} 2.477674{col 75}{space 3} 3.809255
{txt}{space 17}13  {c |}{col 22}{res}{space 2} .2754944{col 34}{space 2} .1431853{col 45}{space 1}    1.92{col 54}{space 3}0.064{col 62}{space 4} -.016929{col 75}{space 3} .5679179
{txt}{space 17}14  {c |}{col 22}{res}{space 2} 2.374819{col 34}{space 2} .3268265{col 45}{space 1}    7.27{col 54}{space 3}0.000{col 62}{space 4}  1.70735{col 75}{space 3} 3.042288
{txt}{space 17}15  {c |}{col 22}{res}{space 2} 1.833447{col 34}{space 2} .1667195{col 45}{space 1}   11.00{col 54}{space 3}0.000{col 62}{space 4}  1.49296{col 75}{space 3} 2.173934
{txt}{space 17}16  {c |}{col 22}{res}{space 2} 2.955169{col 34}{space 2}  .266569{col 45}{space 1}   11.09{col 54}{space 3}0.000{col 62}{space 4} 2.410762{col 75}{space 3} 3.499576
{txt}{space 17}17  {c |}{col 22}{res}{space 2} 2.649991{col 34}{space 2}  .353684{col 45}{space 1}    7.49{col 54}{space 3}0.000{col 62}{space 4} 1.927672{col 75}{space 3}  3.37231
{txt}{space 17}18  {c |}{col 22}{res}{space 2}-.2670237{col 34}{space 2} .4244837{col 45}{space 1}   -0.63{col 54}{space 3}0.534{col 62}{space 4}-1.133935{col 75}{space 3} .5998877
{txt}{space 17}21  {c |}{col 22}{res}{space 2} 1.378237{col 34}{space 2} .4183776{col 45}{space 1}    3.29{col 54}{space 3}0.003{col 62}{space 4} .5237955{col 75}{space 3} 2.232678
{txt}{space 17}22  {c |}{col 22}{res}{space 2} 1.070461{col 34}{space 2} .4447454{col 45}{space 1}    2.41{col 54}{space 3}0.022{col 62}{space 4} .1621699{col 75}{space 3} 1.978752
{txt}{space 17}24  {c |}{col 22}{res}{space 2} .1826124{col 34}{space 2} .7223012{col 45}{space 1}    0.25{col 54}{space 3}0.802{col 62}{space 4}-1.292523{col 75}{space 3} 1.657748
{txt}{space 17}25  {c |}{col 22}{res}{space 2} 2.549906{col 34}{space 2} .3289371{col 45}{space 1}    7.75{col 54}{space 3}0.000{col 62}{space 4} 1.878126{col 75}{space 3} 3.221685
{txt}{space 17}26  {c |}{col 22}{res}{space 2} 3.438154{col 34}{space 2} .5174804{col 45}{space 1}    6.64{col 54}{space 3}0.000{col 62}{space 4} 2.381318{col 75}{space 3}  4.49499
{txt}{space 17}28  {c |}{col 22}{res}{space 2} 4.378623{col 34}{space 2} .2401954{col 45}{space 1}   18.23{col 54}{space 3}0.000{col 62}{space 4} 3.888079{col 75}{space 3} 4.869168
{txt}{space 17}45  {c |}{col 22}{res}{space 2}-1.898558{col 34}{space 2} .6803326{col 45}{space 1}   -2.79{col 54}{space 3}0.009{col 62}{space 4}-3.287982{col 75}{space 3}-.5091333
{txt}{space 17}55  {c |}{col 22}{res}{space 2} 1.355595{col 34}{space 2} .3511555{col 45}{space 1}    3.86{col 54}{space 3}0.001{col 62}{space 4} .6384397{col 75}{space 3}  2.07275
{txt}{space 17}56  {c |}{col 22}{res}{space 2}-1.906993{col 34}{space 2} .4257583{col 45}{space 1}   -4.48{col 54}{space 3}0.000{col 62}{space 4}-2.776508{col 75}{space 3}-1.037479
{txt}{space 17}57  {c |}{col 22}{res}{space 2} 2.121868{col 34}{space 2} .2733937{col 45}{space 1}    7.76{col 54}{space 3}0.000{col 62}{space 4} 1.563524{col 75}{space 3} 2.680212
{txt}{space 17}59  {c |}{col 22}{res}{space 2} 1.675328{col 34}{space 2} .5702451{col 45}{space 1}    2.94{col 54}{space 3}0.006{col 62}{space 4} .5107325{col 75}{space 3} 2.839924
{txt}{space 17}60  {c |}{col 22}{res}{space 2} 1.514818{col 34}{space 2} .4839813{col 45}{space 1}    3.13{col 54}{space 3}0.004{col 62}{space 4} .5263963{col 75}{space 3}  2.50324
{txt}{space 17}63  {c |}{col 22}{res}{space 2}  2.09454{col 34}{space 2} .4379237{col 45}{space 1}    4.78{col 54}{space 3}0.000{col 62}{space 4} 1.200181{col 75}{space 3}   2.9889
{txt}{space 17}71  {c |}{col 22}{res}{space 2}-.3833675{col 34}{space 2} .3957003{col 45}{space 1}   -0.97{col 54}{space 3}0.340{col 62}{space 4}-1.191495{col 75}{space 3} .4247602
{txt}{space 20} {c |}
{space 13}year_89 {c |}{col 22}{res}{space 2} .2788657{col 34}{space 2}  .201625{col 45}{space 1}    1.38{col 54}{space 3}0.177{col 62}{space 4}-.1329076{col 75}{space 3} .6906389
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2} .3732762{col 34}{space 2} .2003646{col 45}{space 1}    1.86{col 54}{space 3}0.072{col 62}{space 4}-.0359229{col 75}{space 3} .7824753
{txt}{space 13}year_91 {c |}{col 22}{res}{space 2} .5152502{col 34}{space 2} .2652026{col 45}{space 1}    1.94{col 54}{space 3}0.061{col 62}{space 4}-.0263658{col 75}{space 3} 1.056866
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} .1744353{col 34}{space 2} .1441027{col 45}{space 1}    1.21{col 54}{space 3}0.236{col 62}{space 4}-.1198616{col 75}{space 3} .4687323
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}  .238374{col 34}{space 2}  .296457{col 45}{space 1}    0.80{col 54}{space 3}0.428{col 62}{space 4} -.367072{col 75}{space 3}   .84382
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}  .307698{col 34}{space 2} .2970042{col 45}{space 1}    1.04{col 54}{space 3}0.308{col 62}{space 4}-.2988655{col 75}{space 3} .9142614
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} .3009737{col 34}{space 2}  .188248{col 45}{space 1}    1.60{col 54}{space 3}0.120{col 62}{space 4}-.0834801{col 75}{space 3} .6854275
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}  .047087{col 34}{space 2} .1445693{col 45}{space 1}    0.33{col 54}{space 3}0.747{col 62}{space 4}-.2481629{col 75}{space 3} .3423369
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} .2968527{col 34}{space 2} .2223547{col 45}{space 1}    1.34{col 54}{space 3}0.192{col 62}{space 4}-.1572562{col 75}{space 3} .7509616
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} .4267559{col 34}{space 2} .2122232{col 45}{space 1}    2.01{col 54}{space 3}0.053{col 62}{space 4}-.0066618{col 75}{space 3} .8601735
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} .3643466{col 34}{space 2} .1736645{col 45}{space 1}    2.10{col 54}{space 3}0.044{col 62}{space 4} .0096764{col 75}{space 3} .7190169
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} .0989605{col 34}{space 2} .1168269{col 45}{space 1}    0.85{col 54}{space 3}0.404{col 62}{space 4}-.1396318{col 75}{space 3} .3375528
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} .1982841{col 34}{space 2}  .276051{col 45}{space 1}    0.72{col 54}{space 3}0.478{col 62}{space 4}-.3654872{col 75}{space 3} .7620555
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} .4035479{col 34}{space 2} .2607138{col 45}{space 1}    1.55{col 54}{space 3}0.132{col 62}{space 4}-.1289008{col 75}{space 3} .9359966
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} .2660982{col 34}{space 2} .3624905{col 45}{space 1}    0.73{col 54}{space 3}0.469{col 62}{space 4}-.4742061{col 75}{space 3} 1.006403
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-.0562426{col 34}{space 2}  .255355{col 45}{space 1}   -0.22{col 54}{space 3}0.827{col 62}{space 4}-.5777471{col 75}{space 3} .4652619
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} .2712245{col 34}{space 2} .4234493{col 45}{space 1}    0.64{col 54}{space 3}0.527{col 62}{space 4}-.5935744{col 75}{space 3} 1.136023
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} .1449628{col 34}{space 2} .3595658{col 45}{space 1}    0.40{col 54}{space 3}0.690{col 62}{space 4}-.5893687{col 75}{space 3} .8792942
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_08 {c |}{col 22}{res}{space 2}-.2457599{col 34}{space 2} .2091713{col 45}{space 1}   -1.17{col 54}{space 3}0.249{col 62}{space 4}-.6729447{col 75}{space 3} .1814249
{txt}{space 15}_cons {c |}{col 22}{res}{space 2} 6.307686{col 34}{space 2} .7154051{col 45}{space 1}    8.82{col 54}{space 3}0.000{col 62}{space 4} 4.846634{col 75}{space 3} 7.768739
{txt}{hline 21}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28}-517961.1{col 39}-474046.9{col 50}    28{col 58} 948149.9{col 69}   948441
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. 
. 
.  
. *** I. MODEL 1.3: PROGRAM, SUBAGENCY, AND TIME FEs [WITH PROGRAM-CLUSTERED STANDARD ERRORS]: INTERACTIONS BETWEEN POLICY EXPERTISE ///
> ***               & NON-PROFIT AND PRVATE SECTOR RECIPIENTS ***
. 
. 
. 
. *** CREATE NON-PROFIT PARTNER/PRIVATE PARTNER RECIPIENT INTERACTION COVARIATES [AGENCY HEAD POLICY EXPERTISE] ***
. 
. 
. generate zpol2aznp = zpolicy2_abszero * nonprofit_recip
{txt}(42,075 missing values generated)

{com}. *
. generate zpol2azpriv = zpolicy2_abszero * private_recip
{txt}(42,075 missing values generated)

{com}. *
. *
. *
. 
. 
. 
. 
. **** EVALUATE VARYING $-VALUED COOPERATIVE AGREEMENTS AT CONDITIONAL QUANTILES *****
. 
. 
. 
. ** UNCONDITIONAL QUANTILE FIXED EFFECTS MODEL [Q = 0.05, 0.10, 0.25, 0.50, 0.75, 0.90, 0.95] **
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. 
. 
. * Q = 0.05 [$ 2,126.956: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(05)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.1434                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0414                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1345                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.3102                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}               rif_5{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 1333.052{col 34}{space 2} 717.4715{col 45}{space 1}    1.86{col 54}{space 3}0.073{col 62}{space 4}-132.2198{col 75}{space 3} 2798.325
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} 1217.571{col 34}{space 2} 591.0553{col 45}{space 1}    2.06{col 54}{space 3}0.048{col 62}{space 4}  10.4752{col 75}{space 3} 2424.667
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2}  11466.8{col 34}{space 2} 3800.752{col 45}{space 1}    3.02{col 54}{space 3}0.005{col 62}{space 4} 3704.624{col 75}{space 3} 19228.97
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 586.2231{col 34}{space 2} 639.5795{col 45}{space 1}    0.92{col 54}{space 3}0.367{col 62}{space 4}-719.9725{col 75}{space 3} 1892.419
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 3283.614{col 34}{space 2} 1161.343{col 45}{space 1}    2.83{col 54}{space 3}0.008{col 62}{space 4} 911.8351{col 75}{space 3} 5655.392
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-6486.525{col 34}{space 2} 1475.456{col 45}{space 1}   -4.40{col 54}{space 3}0.000{col 62}{space 4}-9499.807{col 75}{space 3}-3473.243
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-94.52433{col 34}{space 2} 84.71007{col 45}{space 1}   -1.12{col 54}{space 3}0.273{col 62}{space 4}-267.5254{col 75}{space 3} 78.47671
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 26803.82{col 34}{space 2} 16333.84{col 45}{space 1}    1.64{col 54}{space 3}0.111{col 62}{space 4} -6554.32{col 75}{space 3} 60161.97
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2}-2798.236{col 34}{space 2} 2029.382{col 45}{space 1}   -1.38{col 54}{space 3}0.178{col 62}{space 4}-6942.787{col 75}{space 3} 1346.315
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2}-35672.42{col 34}{space 2} 13693.16{col 45}{space 1}   -2.61{col 54}{space 3}0.014{col 62}{space 4}-63637.58{col 75}{space 3}-7707.254
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2} 426.4649{col 34}{space 2} 541.8084{col 45}{space 1}    0.79{col 54}{space 3}0.437{col 62}{space 4}-680.0555{col 75}{space 3} 1532.985
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-581.6537{col 34}{space 2} 2488.172{col 45}{space 1}   -0.23{col 54}{space 3}0.817{col 62}{space 4} -5663.18{col 75}{space 3} 4499.872
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 821.8674{col 34}{space 2} 823.5197{col 45}{space 1}    1.00{col 54}{space 3}0.326{col 62}{space 4}-859.9842{col 75}{space 3} 2503.719
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2} 78.82159{col 34}{space 2} 322.7707{col 45}{space 1}    0.24{col 54}{space 3}0.809{col 62}{space 4}-580.3641{col 75}{space 3} 738.0073
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-54.40387{col 34}{space 2} 585.3569{col 45}{space 1}   -0.09{col 54}{space 3}0.927{col 62}{space 4}-1249.862{col 75}{space 3} 1141.054
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 682.7826{col 34}{space 2} 409.4511{col 45}{space 1}    1.67{col 54}{space 3}0.106{col 62}{space 4}-153.4281{col 75}{space 3} 1518.993
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 2011.996{col 34}{space 2} 836.5822{col 45}{space 1}    2.41{col 54}{space 3}0.023{col 62}{space 4} 303.4674{col 75}{space 3} 3720.525
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2}-158.2895{col 34}{space 2} 301.7711{col 45}{space 1}   -0.52{col 54}{space 3}0.604{col 62}{space 4}-774.5882{col 75}{space 3} 458.0093
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 1363.705{col 34}{space 2} 597.8772{col 45}{space 1}    2.28{col 54}{space 3}0.030{col 62}{space 4} 142.6764{col 75}{space 3} 2584.733
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 90.13473{col 34}{space 2} 56.15449{col 45}{space 1}    1.61{col 54}{space 3}0.119{col 62}{space 4}-24.54804{col 75}{space 3} 204.8175
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 44.35399{col 34}{space 2} 31.77665{col 45}{space 1}    1.40{col 54}{space 3}0.173{col 62}{space 4}-20.54258{col 75}{space 3} 109.2506
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 5335.942{col 34}{space 2}  2614.83{col 45}{space 1}    2.04{col 54}{space 3}0.050{col 62}{space 4}-4.252344{col 75}{space 3} 10676.14
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 1598.751{col 34}{space 2} 1886.145{col 45}{space 1}    0.85{col 54}{space 3}0.403{col 62}{space 4}-2253.271{col 75}{space 3} 5450.772
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 475.5637{col 34}{space 2} 218.5397{col 45}{space 1}    2.18{col 54}{space 3}0.038{col 62}{space 4} 29.24604{col 75}{space 3} 921.8814
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 114.8462{col 34}{space 2} 72.00674{col 45}{space 1}    1.59{col 54}{space 3}0.121{col 62}{space 4}-32.21117{col 75}{space 3} 261.9036
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 130.9264{col 34}{space 2} 88.81853{col 45}{space 1}    1.47{col 54}{space 3}0.151{col 62}{space 4}-50.46521{col 75}{space 3} 312.3181
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-1037.137{col 34}{space 2}  1069.93{col 45}{space 1}   -0.97{col 54}{space 3}0.340{col 62}{space 4}-3222.225{col 75}{space 3}  1147.95
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2}  892.972{col 34}{space 2} 1660.136{col 45}{space 1}    0.54{col 54}{space 3}0.595{col 62}{space 4}-2497.478{col 75}{space 3} 4283.422
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 920.4721{col 34}{space 2} 1798.485{col 45}{space 1}    0.51{col 54}{space 3}0.613{col 62}{space 4}-2752.524{col 75}{space 3} 4593.468
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-3114.712{col 34}{space 2} 2084.327{col 45}{space 1}   -1.49{col 54}{space 3}0.146{col 62}{space 4}-7371.476{col 75}{space 3} 1142.052
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-2187.125{col 34}{space 2} 2506.602{col 45}{space 1}   -0.87{col 54}{space 3}0.390{col 62}{space 4}-7306.289{col 75}{space 3} 2932.038
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-3409.551{col 34}{space 2} 1569.705{col 45}{space 1}   -2.17{col 54}{space 3}0.038{col 62}{space 4}-6615.318{col 75}{space 3}-203.7853
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-1512.864{col 34}{space 2} 2040.741{col 45}{space 1}   -0.74{col 54}{space 3}0.464{col 62}{space 4}-5680.613{col 75}{space 3} 2654.885
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-1995.035{col 34}{space 2} 1420.217{col 45}{space 1}   -1.40{col 54}{space 3}0.170{col 62}{space 4}-4895.505{col 75}{space 3} 905.4351
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2}-3332.722{col 34}{space 2} 1602.763{col 45}{space 1}   -2.08{col 54}{space 3}0.046{col 62}{space 4}-6606.001{col 75}{space 3}-59.44325
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-3155.129{col 34}{space 2} 1673.169{col 45}{space 1}   -1.89{col 54}{space 3}0.069{col 62}{space 4}-6572.196{col 75}{space 3} 261.9384
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2}-1558.917{col 34}{space 2} 2413.396{col 45}{space 1}   -0.65{col 54}{space 3}0.523{col 62}{space 4}-6487.729{col 75}{space 3} 3369.896
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} -4109.98{col 34}{space 2} 1661.253{col 45}{space 1}   -2.47{col 54}{space 3}0.019{col 62}{space 4}-7502.711{col 75}{space 3}-717.2481
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-1447.383{col 34}{space 2} 1079.327{col 45}{space 1}   -1.34{col 54}{space 3}0.190{col 62}{space 4}-3651.663{col 75}{space 3} 756.8962
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}  -2379.4{col 34}{space 2} 1399.556{col 45}{space 1}   -1.70{col 54}{space 3}0.099{col 62}{space 4}-5237.674{col 75}{space 3} 478.8743
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-2194.921{col 34}{space 2} 2096.402{col 45}{space 1}   -1.05{col 54}{space 3}0.303{col 62}{space 4}-6476.346{col 75}{space 3} 2086.504
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-3593.253{col 34}{space 2} 1622.945{col 45}{space 1}   -2.21{col 54}{space 3}0.035{col 62}{space 4}-6907.748{col 75}{space 3}-278.7574
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-4577.429{col 34}{space 2} 1655.541{col 45}{space 1}   -2.76{col 54}{space 3}0.010{col 62}{space 4}-7958.495{col 75}{space 3}-1196.362
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-10261.21{col 34}{space 2} 3150.421{col 45}{space 1}   -3.26{col 54}{space 3}0.003{col 62}{space 4}-16695.22{col 75}{space 3}-3827.189
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}-8607.032{col 34}{space 2} 3897.086{col 45}{space 1}   -2.21{col 54}{space 3}0.035{col 62}{space 4}-16565.94{col 75}{space 3}-648.1209
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-32129.54{col 34}{space 2} 13997.77{col 45}{space 1}   -2.30{col 54}{space 3}0.029{col 62}{space 4}-60716.81{col 75}{space 3}-3542.282
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 12716.989
             {txt}sigma_e {c |} {res} 25066.808
                 {txt}rho {c |} {res} .20469388{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2810229{col 39} -2791518{col 50}    28{col 58}  5583091{col 69}  5583382
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.05 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.05 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1367.064{col 26}{space 2}  735.777{col 37}{space 1}    1.86{col 46}{space 3}0.073{col 54}{space 4}-135.5932{col 67}{space 3} 2869.721
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.05 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  2099.87{col 26}{space 2} 822.6375{col 37}{space 1}    2.55{col 46}{space 3}0.016{col 54}{space 4} 419.8203{col 67}{space 3}  3779.92
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.05 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}       rif_5{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 20760.37{col 26}{space 2} 6030.714{col 37}{space 1}    3.44{col 46}{space 3}0.002{col 54}{space 4} 8444.012{col 67}{space 3} 33076.73
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
. * Q = 0.10 [$ 5,249.512: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(10)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.1372                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0207                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1429                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.1383                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_10{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 842.9269{col 34}{space 2} 811.7983{col 45}{space 1}    1.04{col 54}{space 3}0.307{col 62}{space 4}-814.9864{col 75}{space 3}  2500.84
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} 1794.668{col 34}{space 2} 1046.764{col 45}{space 1}    1.71{col 54}{space 3}0.097{col 62}{space 4}-343.1092{col 75}{space 3} 3932.446
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2}  12669.9{col 34}{space 2}  3470.02{col 45}{space 1}    3.65{col 54}{space 3}0.001{col 62}{space 4} 5583.173{col 75}{space 3} 19756.62
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 561.3399{col 34}{space 2} 619.9746{col 45}{space 1}    0.91{col 54}{space 3}0.372{col 62}{space 4}-704.8172{col 75}{space 3} 1827.497
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 3246.044{col 34}{space 2} 1276.727{col 45}{space 1}    2.54{col 54}{space 3}0.016{col 62}{space 4} 638.6191{col 75}{space 3} 5853.468
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-6930.799{col 34}{space 2}  1523.75{col 45}{space 1}   -4.55{col 54}{space 3}0.000{col 62}{space 4}-10042.71{col 75}{space 3}-3818.887
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-103.8127{col 34}{space 2} 116.5575{col 45}{space 1}   -0.89{col 54}{space 3}0.380{col 62}{space 4}-341.8548{col 75}{space 3} 134.2295
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 20592.79{col 34}{space 2} 19089.51{col 45}{space 1}    1.08{col 54}{space 3}0.289{col 62}{space 4}-18393.19{col 75}{space 3} 59578.76
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2}-3402.304{col 34}{space 2} 3463.149{col 45}{space 1}   -0.98{col 54}{space 3}0.334{col 62}{space 4}   -10475{col 75}{space 3} 3670.389
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2}-39320.01{col 34}{space 2} 13044.47{col 45}{space 1}   -3.01{col 54}{space 3}0.005{col 62}{space 4}-65960.37{col 75}{space 3}-12679.66
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2} 378.1372{col 34}{space 2} 707.8388{col 45}{space 1}    0.53{col 54}{space 3}0.597{col 62}{space 4}-1067.463{col 75}{space 3} 1823.737
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-2150.967{col 34}{space 2} 2384.587{col 45}{space 1}   -0.90{col 54}{space 3}0.374{col 62}{space 4}-7020.944{col 75}{space 3}  2719.01
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 940.5237{col 34}{space 2} 1183.229{col 45}{space 1}    0.79{col 54}{space 3}0.433{col 62}{space 4}-1475.952{col 75}{space 3} 3356.999
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-320.2736{col 34}{space 2} 361.0451{col 45}{space 1}   -0.89{col 54}{space 3}0.382{col 62}{space 4}-1057.626{col 75}{space 3} 417.0788
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-427.3585{col 34}{space 2} 876.5243{col 45}{space 1}   -0.49{col 54}{space 3}0.629{col 62}{space 4} -2217.46{col 75}{space 3} 1362.743
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 1172.799{col 34}{space 2} 571.1204{col 45}{space 1}    2.05{col 54}{space 3}0.049{col 62}{space 4} 6.415248{col 75}{space 3} 2339.182
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 2385.359{col 34}{space 2} 864.5009{col 45}{space 1}    2.76{col 54}{space 3}0.010{col 62}{space 4} 619.8128{col 75}{space 3} 4150.906
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 56.42465{col 34}{space 2} 399.8509{col 45}{space 1}    0.14{col 54}{space 3}0.889{col 62}{space 4}-760.1799{col 75}{space 3} 873.0292
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 2275.419{col 34}{space 2} 522.8629{col 45}{space 1}    4.35{col 54}{space 3}0.000{col 62}{space 4} 1207.591{col 75}{space 3} 3343.248
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 201.2317{col 34}{space 2} 103.7424{col 45}{space 1}    1.94{col 54}{space 3}0.062{col 62}{space 4}-10.63852{col 75}{space 3} 413.1019
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 59.95868{col 34}{space 2} 33.73317{col 45}{space 1}    1.78{col 54}{space 3}0.086{col 62}{space 4} -8.93364{col 75}{space 3}  128.851
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 6839.083{col 34}{space 2} 2731.689{col 45}{space 1}    2.50{col 54}{space 3}0.018{col 62}{space 4}  1260.23{col 75}{space 3} 12417.94
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 1637.845{col 34}{space 2} 2231.562{col 45}{space 1}    0.73{col 54}{space 3}0.469{col 62}{space 4}-2919.614{col 75}{space 3} 6195.303
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 718.4789{col 34}{space 2}  240.934{col 45}{space 1}    2.98{col 54}{space 3}0.006{col 62}{space 4} 226.4261{col 75}{space 3} 1210.532
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 173.6536{col 34}{space 2} 90.51916{col 45}{space 1}    1.92{col 54}{space 3}0.065{col 62}{space 4}-11.21119{col 75}{space 3} 358.5184
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 125.6343{col 34}{space 2} 98.52902{col 45}{space 1}    1.28{col 54}{space 3}0.212{col 62}{space 4} -75.5888{col 75}{space 3} 326.8574
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-1227.938{col 34}{space 2} 1567.459{col 45}{space 1}   -0.78{col 54}{space 3}0.440{col 62}{space 4}-4429.115{col 75}{space 3}  1973.24
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 1293.068{col 34}{space 2} 2230.401{col 45}{space 1}    0.58{col 54}{space 3}0.566{col 62}{space 4}-3262.018{col 75}{space 3} 5848.155
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 3443.009{col 34}{space 2} 1892.414{col 45}{space 1}    1.82{col 54}{space 3}0.079{col 62}{space 4}-421.8159{col 75}{space 3} 7307.833
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-3000.816{col 34}{space 2} 2769.378{col 45}{space 1}   -1.08{col 54}{space 3}0.287{col 62}{space 4}-8656.642{col 75}{space 3} 2655.009
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-1857.928{col 34}{space 2} 3091.933{col 45}{space 1}   -0.60{col 54}{space 3}0.552{col 62}{space 4}-8172.498{col 75}{space 3} 4456.641
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-3397.658{col 34}{space 2} 1815.673{col 45}{space 1}   -1.87{col 54}{space 3}0.071{col 62}{space 4}-7105.756{col 75}{space 3} 310.4405
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-962.2077{col 34}{space 2} 2348.897{col 45}{space 1}   -0.41{col 54}{space 3}0.685{col 62}{space 4}-5759.295{col 75}{space 3}  3834.88
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} -2530.65{col 34}{space 2} 1486.095{col 45}{space 1}   -1.70{col 54}{space 3}0.099{col 62}{space 4}-5565.661{col 75}{space 3} 504.3612
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2}-3154.215{col 34}{space 2} 1517.805{col 45}{space 1}   -2.08{col 54}{space 3}0.046{col 62}{space 4}-6253.986{col 75}{space 3}-54.44324
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} -3488.42{col 34}{space 2} 1698.946{col 45}{space 1}   -2.05{col 54}{space 3}0.049{col 62}{space 4} -6958.13{col 75}{space 3}-18.70989
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2}-584.4305{col 34}{space 2} 1985.494{col 45}{space 1}   -0.29{col 54}{space 3}0.771{col 62}{space 4} -4639.35{col 75}{space 3} 3470.489
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-4074.413{col 34}{space 2} 2063.706{col 45}{space 1}   -1.97{col 54}{space 3}0.058{col 62}{space 4}-8289.064{col 75}{space 3} 140.2374
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-1265.085{col 34}{space 2} 1141.693{col 45}{space 1}   -1.11{col 54}{space 3}0.277{col 62}{space 4}-3596.734{col 75}{space 3} 1066.564
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-2269.328{col 34}{space 2} 2091.248{col 45}{space 1}   -1.09{col 54}{space 3}0.286{col 62}{space 4}-6540.228{col 75}{space 3} 2001.571
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-566.5523{col 34}{space 2} 2712.254{col 45}{space 1}   -0.21{col 54}{space 3}0.836{col 62}{space 4}-6105.714{col 75}{space 3}  4972.61
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-3826.003{col 34}{space 2} 2557.167{col 45}{space 1}   -1.50{col 54}{space 3}0.145{col 62}{space 4}-9048.434{col 75}{space 3} 1396.428
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-4058.245{col 34}{space 2} 2423.701{col 45}{space 1}   -1.67{col 54}{space 3}0.104{col 62}{space 4}-9008.102{col 75}{space 3} 891.6122
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-10430.37{col 34}{space 2} 2924.121{col 45}{space 1}   -3.57{col 54}{space 3}0.001{col 62}{space 4}-16402.22{col 75}{space 3}-4458.516
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}-7988.757{col 34}{space 2} 3784.828{col 45}{space 1}   -2.11{col 54}{space 3}0.043{col 62}{space 4}-15718.41{col 75}{space 3}-259.1072
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-42880.78{col 34}{space 2} 12924.56{col 45}{space 1}   -3.32{col 54}{space 3}0.002{col 62}{space 4}-69276.25{col 75}{space 3}-16485.31
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 27223.344
             {txt}sigma_e {c |} {res} 30924.265
                 {txt}rho {c |} {res} .43660979{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2860117{col 39} -2842280{col 50}    28{col 58}  5684616{col 69}  5684907
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.10 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.10 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 864.4334{col 26}{space 2} 832.5105{col 37}{space 1}    1.04{col 46}{space 3}0.307{col 54}{space 4}-835.7799{col 67}{space 3} 2564.647
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.10 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1944.571{col 26}{space 2}   891.06{col 37}{space 1}    2.18{col 46}{space 3}0.037{col 54}{space 4} 124.7833{col 67}{space 3} 3764.358
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.10 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_10{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}  22292.5{col 26}{space 2} 5458.748{col 37}{space 1}    4.08{col 46}{space 3}0.000{col 54}{space 4} 11144.25{col 67}{space 3} 33440.75
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.  
.   
. * Q = 0.25 [$ 17,862.89: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(25)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0859                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0014                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.1093                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0985                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_25{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 142.4283{col 34}{space 2} 1065.017{col 45}{space 1}    0.13{col 54}{space 3}0.895{col 62}{space 4}-2032.626{col 75}{space 3} 2317.482
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} 2709.646{col 34}{space 2} 1768.389{col 45}{space 1}    1.53{col 54}{space 3}0.136{col 62}{space 4}-901.8856{col 75}{space 3} 6321.178
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2} 11024.72{col 34}{space 2} 2340.224{col 45}{space 1}    4.71{col 54}{space 3}0.000{col 62}{space 4} 6245.348{col 75}{space 3}  15804.1
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 76.09747{col 34}{space 2} 859.9665{col 45}{space 1}    0.09{col 54}{space 3}0.930{col 62}{space 4}-1680.189{col 75}{space 3} 1832.383
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 2393.802{col 34}{space 2} 1726.454{col 45}{space 1}    1.39{col 54}{space 3}0.176{col 62}{space 4}-1132.086{col 75}{space 3} 5919.691
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-7074.757{col 34}{space 2} 2086.067{col 45}{space 1}   -3.39{col 54}{space 3}0.002{col 62}{space 4}-11335.07{col 75}{space 3}-2814.439
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}-1.870846{col 34}{space 2} 181.6347{col 45}{space 1}   -0.01{col 54}{space 3}0.992{col 62}{space 4}-372.8183{col 75}{space 3} 369.0766
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 15140.68{col 34}{space 2} 22665.81{col 45}{space 1}    0.67{col 54}{space 3}0.509{col 62}{space 4}-31149.09{col 75}{space 3} 61430.45
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2}-3680.196{col 34}{space 2}  5704.55{col 45}{space 1}   -0.65{col 54}{space 3}0.524{col 62}{space 4}-15330.44{col 75}{space 3} 7970.048
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2} -33064.3{col 34}{space 2} 10168.75{col 45}{space 1}   -3.25{col 54}{space 3}0.003{col 62}{space 4}-53831.65{col 75}{space 3}-12296.95
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-853.6503{col 34}{space 2} 1500.408{col 45}{space 1}   -0.57{col 54}{space 3}0.574{col 62}{space 4}-3917.893{col 75}{space 3} 2210.593
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-2789.387{col 34}{space 2}   1569.7{col 45}{space 1}   -1.78{col 54}{space 3}0.086{col 62}{space 4}-5995.141{col 75}{space 3} 416.3675
{txt}{space 13}unified {c |}{col 22}{res}{space 2}  1085.79{col 34}{space 2} 2297.586{col 45}{space 1}    0.47{col 54}{space 3}0.640{col 62}{space 4}-3606.506{col 75}{space 3} 5778.087
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-836.7366{col 34}{space 2} 728.3527{col 45}{space 1}   -1.15{col 54}{space 3}0.260{col 62}{space 4}-2324.231{col 75}{space 3} 650.7582
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-3678.639{col 34}{space 2} 2082.435{col 45}{space 1}   -1.77{col 54}{space 3}0.087{col 62}{space 4}-7931.539{col 75}{space 3} 574.2608
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 1566.003{col 34}{space 2} 884.1403{col 45}{space 1}    1.77{col 54}{space 3}0.087{col 62}{space 4}-239.6522{col 75}{space 3} 3371.658
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 3963.815{col 34}{space 2} 858.7183{col 45}{space 1}    4.62{col 54}{space 3}0.000{col 62}{space 4} 2210.078{col 75}{space 3} 5717.552
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 1122.971{col 34}{space 2} 694.9543{col 45}{space 1}    1.62{col 54}{space 3}0.117{col 62}{space 4} -296.315{col 75}{space 3} 2542.257
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 3194.606{col 34}{space 2} 447.5673{col 45}{space 1}    7.14{col 54}{space 3}0.000{col 62}{space 4} 2280.552{col 75}{space 3} 4108.661
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 332.3454{col 34}{space 2} 167.8892{col 45}{space 1}    1.98{col 54}{space 3}0.057{col 62}{space 4}-10.53021{col 75}{space 3}  675.221
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 56.45778{col 34}{space 2} 39.84481{col 45}{space 1}    1.42{col 54}{space 3}0.167{col 62}{space 4}-24.91618{col 75}{space 3} 137.8318
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 6771.063{col 34}{space 2} 2938.634{col 45}{space 1}    2.30{col 54}{space 3}0.028{col 62}{space 4} 769.5722{col 75}{space 3} 12772.55
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 1660.132{col 34}{space 2} 3289.127{col 45}{space 1}    0.50{col 54}{space 3}0.617{col 62}{space 4}-5057.161{col 75}{space 3} 8377.425
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2}  977.212{col 34}{space 2} 263.2057{col 45}{space 1}    3.71{col 54}{space 3}0.001{col 62}{space 4} 439.6743{col 75}{space 3}  1514.75
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 224.5409{col 34}{space 2} 88.08718{col 45}{space 1}    2.55{col 54}{space 3}0.016{col 62}{space 4} 44.64289{col 75}{space 3} 404.4389
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2} 143.6841{col 34}{space 2} 104.4252{col 45}{space 1}    1.38{col 54}{space 3}0.179{col 62}{space 4}-69.58059{col 75}{space 3} 356.9488
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-1762.505{col 34}{space 2} 992.6292{col 45}{space 1}   -1.78{col 54}{space 3}0.086{col 62}{space 4}-3789.724{col 75}{space 3} 264.7146
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 2727.318{col 34}{space 2} 2240.718{col 45}{space 1}    1.22{col 54}{space 3}0.233{col 62}{space 4}-1848.838{col 75}{space 3} 7303.474
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 3121.474{col 34}{space 2} 2135.522{col 45}{space 1}    1.46{col 54}{space 3}0.154{col 62}{space 4}-1239.844{col 75}{space 3} 7482.792
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} -3138.51{col 34}{space 2} 3153.806{col 45}{space 1}   -1.00{col 54}{space 3}0.328{col 62}{space 4}-9579.442{col 75}{space 3} 3302.422
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-2906.183{col 34}{space 2} 4252.187{col 45}{space 1}   -0.68{col 54}{space 3}0.500{col 62}{space 4}-11590.31{col 75}{space 3} 5777.942
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-5460.894{col 34}{space 2} 2455.714{col 45}{space 1}   -2.22{col 54}{space 3}0.034{col 62}{space 4}-10476.13{col 75}{space 3}-445.6572
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-940.9217{col 34}{space 2}  2552.85{col 45}{space 1}   -0.37{col 54}{space 3}0.715{col 62}{space 4}-6154.537{col 75}{space 3} 4272.694
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-1774.601{col 34}{space 2} 2422.139{col 45}{space 1}   -0.73{col 54}{space 3}0.469{col 62}{space 4}-6721.268{col 75}{space 3} 3172.066
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 196.4402{col 34}{space 2}  2195.56{col 45}{space 1}    0.09{col 54}{space 3}0.929{col 62}{space 4}-4287.491{col 75}{space 3} 4680.371
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}-1217.848{col 34}{space 2} 1117.552{col 45}{space 1}   -1.09{col 54}{space 3}0.285{col 62}{space 4}-3500.194{col 75}{space 3} 1064.498
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 1319.133{col 34}{space 2} 2585.728{col 45}{space 1}    0.51{col 54}{space 3}0.614{col 62}{space 4}-3961.628{col 75}{space 3} 6599.894
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-2976.861{col 34}{space 2} 3471.352{col 45}{space 1}   -0.86{col 54}{space 3}0.398{col 62}{space 4}-10066.31{col 75}{space 3} 4112.587
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}-1669.514{col 34}{space 2} 3489.189{col 45}{space 1}   -0.48{col 54}{space 3}0.636{col 62}{space 4}-8795.388{col 75}{space 3}  5456.36
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-1700.708{col 34}{space 2} 5310.799{col 45}{space 1}   -0.32{col 54}{space 3}0.751{col 62}{space 4}-12546.81{col 75}{space 3} 9145.391
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 514.2886{col 34}{space 2} 6374.289{col 45}{space 1}    0.08{col 54}{space 3}0.936{col 62}{space 4}-12503.75{col 75}{space 3} 13532.32
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}-1925.816{col 34}{space 2}  6499.52{col 45}{space 1}   -0.30{col 54}{space 3}0.769{col 62}{space 4}-15199.61{col 75}{space 3} 11347.97
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-3942.718{col 34}{space 2} 6060.008{col 45}{space 1}   -0.65{col 54}{space 3}0.520{col 62}{space 4}-16318.91{col 75}{space 3}  8433.47
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} -6427.78{col 34}{space 2} 2651.048{col 45}{space 1}   -2.42{col 54}{space 3}0.022{col 62}{space 4}-11841.94{col 75}{space 3}-1013.618
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2}-3574.164{col 34}{space 2} 3065.139{col 45}{space 1}   -1.17{col 54}{space 3}0.253{col 62}{space 4}-9834.014{col 75}{space 3} 2685.686
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-44790.13{col 34}{space 2} 10125.48{col 45}{space 1}   -4.42{col 54}{space 3}0.000{col 62}{space 4}-65469.13{col 75}{space 3}-24111.14
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 29397.557
             {txt}sigma_e {c |} {res} 42018.313
                 {txt}rho {c |} {res} .32862999{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -2927237{col 39} -2916386{col 50}    28{col 58}  5832828{col 69}  5833119
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.25 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.25 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 146.0622{col 26}{space 2} 1092.189{col 37}{space 1}    0.13{col 46}{space 3}0.895{col 54}{space 4}-2084.486{col 67}{space 3}  2376.61
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.25 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 1776.887{col 26}{space 2} 764.9122{col 37}{space 1}    2.32{col 46}{space 3}0.027{col 54}{space 4} 214.7278{col 67}{space 3} 3339.046
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.25 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_25{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 18791.71{col 26}{space 2} 3534.993{col 37}{space 1}    5.32{col 46}{space 3}0.000{col 54}{space 4} 11572.29{col 67}{space 3} 26011.13
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
.    
. * Q = 0.50 [$ 63,306.38: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt   ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(50)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0320                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.0159                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0604                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.1562                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_50{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2}-196.2511{col 34}{space 2} 4503.601{col 45}{space 1}   -0.04{col 54}{space 3}0.966{col 62}{space 4}-9393.831{col 75}{space 3} 9001.329
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} 4199.089{col 34}{space 2} 6911.857{col 45}{space 1}    0.61{col 54}{space 3}0.548{col 62}{space 4}-9916.805{col 75}{space 3} 18314.98
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2} 18498.33{col 34}{space 2} 4520.056{col 45}{space 1}    4.09{col 54}{space 3}0.000{col 62}{space 4} 9267.142{col 75}{space 3} 27729.51
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2}-578.0291{col 34}{space 2} 2616.069{col 45}{space 1}   -0.22{col 54}{space 3}0.827{col 62}{space 4}-5920.755{col 75}{space 3} 4764.696
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} 1636.453{col 34}{space 2} 6858.046{col 45}{space 1}    0.24{col 54}{space 3}0.813{col 62}{space 4}-12369.55{col 75}{space 3} 15642.45
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-15296.22{col 34}{space 2} 5194.591{col 45}{space 1}   -2.94{col 54}{space 3}0.006{col 62}{space 4}-25904.99{col 75}{space 3}-4687.453
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 63.24248{col 34}{space 2} 395.2897{col 45}{space 1}    0.16{col 54}{space 3}0.874{col 62}{space 4}-744.0469{col 75}{space 3} 870.5318
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 31718.28{col 34}{space 2} 99786.77{col 45}{space 1}    0.32{col 54}{space 3}0.753{col 62}{space 4}-172073.5{col 75}{space 3} 235510.1
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2} 2001.982{col 34}{space 2} 24956.48{col 45}{space 1}    0.08{col 54}{space 3}0.937{col 62}{space 4}-48965.95{col 75}{space 3} 52969.91
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2} -39890.6{col 34}{space 2} 20212.93{col 45}{space 1}   -1.97{col 54}{space 3}0.058{col 62}{space 4}-81170.91{col 75}{space 3}  1389.72
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-5988.176{col 34}{space 2} 6212.793{col 45}{space 1}   -0.96{col 54}{space 3}0.343{col 62}{space 4}-18676.39{col 75}{space 3} 6700.041
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-3694.417{col 34}{space 2} 5307.485{col 45}{space 1}   -0.70{col 54}{space 3}0.492{col 62}{space 4}-14533.75{col 75}{space 3} 7144.914
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 12469.65{col 34}{space 2} 6429.327{col 45}{space 1}    1.94{col 54}{space 3}0.062{col 62}{space 4}-660.7911{col 75}{space 3} 25600.08
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-2530.634{col 34}{space 2} 1393.612{col 45}{space 1}   -1.82{col 54}{space 3}0.079{col 62}{space 4}-5376.768{col 75}{space 3} 315.5006
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-8789.329{col 34}{space 2} 2869.535{col 45}{space 1}   -3.06{col 54}{space 3}0.005{col 62}{space 4} -14649.7{col 75}{space 3}-2928.956
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 5189.395{col 34}{space 2} 3058.655{col 45}{space 1}    1.70{col 54}{space 3}0.100{col 62}{space 4}-1057.211{col 75}{space 3}    11436
{txt}{space 11}house_app {c |}{col 22}{res}{space 2}  8048.97{col 34}{space 2} 2541.679{col 45}{space 1}    3.17{col 54}{space 3}0.004{col 62}{space 4} 2858.168{col 75}{space 3} 13239.77
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 4027.436{col 34}{space 2} 3947.258{col 45}{space 1}    1.02{col 54}{space 3}0.316{col 62}{space 4}-4033.939{col 75}{space 3} 12088.81
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 7001.096{col 34}{space 2} 1032.253{col 45}{space 1}    6.78{col 54}{space 3}0.000{col 62}{space 4} 4892.954{col 75}{space 3} 9109.237
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2}  973.634{col 34}{space 2} 412.1532{col 45}{space 1}    2.36{col 54}{space 3}0.025{col 62}{space 4} 131.9048{col 75}{space 3} 1815.363
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 77.44838{col 34}{space 2} 111.7116{col 45}{space 1}    0.69{col 54}{space 3}0.493{col 62}{space 4}-150.6971{col 75}{space 3} 305.5939
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 15563.09{col 34}{space 2} 8479.457{col 45}{space 1}    1.84{col 54}{space 3}0.076{col 62}{space 4} -1754.27{col 75}{space 3} 32880.46
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 6851.499{col 34}{space 2} 9857.319{col 45}{space 1}    0.70{col 54}{space 3}0.492{col 62}{space 4}-13279.83{col 75}{space 3} 26982.83
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 2100.106{col 34}{space 2} 535.8362{col 45}{space 1}    3.92{col 54}{space 3}0.000{col 62}{space 4} 1005.782{col 75}{space 3} 3194.429
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 339.1526{col 34}{space 2} 147.5444{col 45}{space 1}    2.30{col 54}{space 3}0.029{col 62}{space 4} 37.82668{col 75}{space 3} 640.4786
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-158.3036{col 34}{space 2} 268.3778{col 45}{space 1}   -0.59{col 54}{space 3}0.560{col 62}{space 4}-706.4042{col 75}{space 3}  389.797
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-4794.995{col 34}{space 2} 3361.024{col 45}{space 1}   -1.43{col 54}{space 3}0.164{col 62}{space 4}-11659.12{col 75}{space 3} 2069.133
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 6683.964{col 34}{space 2} 5106.832{col 45}{space 1}    1.31{col 54}{space 3}0.201{col 62}{space 4}-3745.579{col 75}{space 3} 17113.51
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 10144.78{col 34}{space 2} 8520.239{col 45}{space 1}    1.19{col 54}{space 3}0.243{col 62}{space 4}-7255.868{col 75}{space 3} 27545.43
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2}-11868.68{col 34}{space 2} 7503.757{col 45}{space 1}   -1.58{col 54}{space 3}0.124{col 62}{space 4} -27193.4{col 75}{space 3} 3456.037
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-9797.259{col 34}{space 2} 8927.612{col 45}{space 1}   -1.10{col 54}{space 3}0.281{col 62}{space 4}-28029.88{col 75}{space 3} 8435.357
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-5240.746{col 34}{space 2} 8876.232{col 45}{space 1}   -0.59{col 54}{space 3}0.559{col 62}{space 4}-23368.43{col 75}{space 3} 12886.94
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 4948.175{col 34}{space 2} 8523.487{col 45}{space 1}    0.58{col 54}{space 3}0.566{col 62}{space 4}-12459.11{col 75}{space 3} 22355.46
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 739.7486{col 34}{space 2} 8041.604{col 45}{space 1}    0.09{col 54}{space 3}0.927{col 62}{space 4} -15683.4{col 75}{space 3}  17162.9
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 10782.06{col 34}{space 2} 7486.558{col 45}{space 1}    1.44{col 54}{space 3}0.160{col 62}{space 4}-4507.531{col 75}{space 3} 26071.65
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 1970.536{col 34}{space 2} 5755.811{col 45}{space 1}    0.34{col 54}{space 3}0.734{col 62}{space 4}-9784.398{col 75}{space 3} 13725.47
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 7903.785{col 34}{space 2} 8541.777{col 45}{space 1}    0.93{col 54}{space 3}0.362{col 62}{space 4}-9540.851{col 75}{space 3} 25348.42
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-2513.741{col 34}{space 2} 10717.47{col 45}{space 1}   -0.23{col 54}{space 3}0.816{col 62}{space 4}-24401.73{col 75}{space 3} 19374.24
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 7916.362{col 34}{space 2} 10911.94{col 45}{space 1}    0.73{col 54}{space 3}0.474{col 62}{space 4} -14368.8{col 75}{space 3} 30201.52
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-3104.628{col 34}{space 2} 15671.49{col 45}{space 1}   -0.20{col 54}{space 3}0.844{col 62}{space 4}-35110.08{col 75}{space 3} 28900.82
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 2592.367{col 34}{space 2} 20841.19{col 45}{space 1}    0.12{col 54}{space 3}0.902{col 62}{space 4}-39971.01{col 75}{space 3} 45155.75
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2}   2948.5{col 34}{space 2} 19701.82{col 45}{space 1}    0.15{col 54}{space 3}0.882{col 62}{space 4}-37287.98{col 75}{space 3} 43184.98
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-7625.833{col 34}{space 2} 16290.07{col 45}{space 1}   -0.47{col 54}{space 3}0.643{col 62}{space 4}-40894.59{col 75}{space 3} 25642.93
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}-1381.941{col 34}{space 2}  11500.3{col 45}{space 1}   -0.12{col 54}{space 3}0.905{col 62}{space 4}-24868.69{col 75}{space 3}  22104.8
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 3443.534{col 34}{space 2} 10987.77{col 45}{space 1}    0.31{col 54}{space 3}0.756{col 62}{space 4}-18996.48{col 75}{space 3} 25883.55
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-71282.37{col 34}{space 2} 30994.57{col 45}{space 1}   -2.30{col 54}{space 3}0.029{col 62}{space 4}-134581.7{col 75}{space 3}-7983.011
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 82818.843
             {txt}sigma_e {c |} {res} 122471.62
                 {txt}rho {c |} {res} .31379266{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3178915{col 39} -3174982{col 50}    28{col 58}  6350021{col 69}  6350312
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.50 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.50 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-201.2583{col 26}{space 2} 4618.506{col 37}{space 1}   -0.04{col 46}{space 3}0.966{col 54}{space 4}-9633.505{col 67}{space 3} 9230.988
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.50 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 2326.001{col 26}{space 2} 2842.694{col 37}{space 1}    0.82{col 46}{space 3}0.420{col 54}{space 4}-3479.554{col 67}{space 3} 8131.557
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.50 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_50{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 31084.19{col 26}{space 2}     6652{col 37}{space 1}    4.67{col 46}{space 3}0.000{col 54}{space 4} 17498.99{col 67}{space 3} 44669.38
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
. 
. * Q = 0.75 [$ 233,762: N = 241,730] *
. xtrifreg fed_funding    zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof nonprofit_recip private_recip zloyalty2_abszero ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(75)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0163                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.2651                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0281                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0791                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_75{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 15314.64{col 34}{space 2} 19522.37{col 45}{space 1}    0.78{col 54}{space 3}0.439{col 62}{space 4}-24555.36{col 75}{space 3} 55184.65
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} 10222.42{col 34}{space 2} 29856.09{col 45}{space 1}    0.34{col 54}{space 3}0.734{col 62}{space 4}-50751.84{col 75}{space 3} 71196.68
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2} 56360.04{col 34}{space 2} 28711.13{col 45}{space 1}    1.96{col 54}{space 3}0.059{col 62}{space 4}-2275.912{col 75}{space 3}   114996
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2}-8255.878{col 34}{space 2}   7002.3{col 45}{space 1}   -1.18{col 54}{space 3}0.248{col 62}{space 4}-22556.48{col 75}{space 3} 6044.726
{txt}{space 17}ceo {c |}{col 22}{res}{space 2} -30598.7{col 34}{space 2} 27685.38{col 45}{space 1}   -1.11{col 54}{space 3}0.278{col 62}{space 4} -87139.8{col 75}{space 3}  25942.4
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-24456.54{col 34}{space 2} 20818.51{col 45}{space 1}   -1.17{col 54}{space 3}0.249{col 62}{space 4}-66973.61{col 75}{space 3} 18060.52
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 1606.412{col 34}{space 2} 1441.185{col 45}{space 1}    1.11{col 54}{space 3}0.274{col 62}{space 4} -1336.88{col 75}{space 3} 4549.705
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 248029.8{col 34}{space 2} 464203.3{col 45}{space 1}    0.53{col 54}{space 3}0.597{col 62}{space 4}-699999.9{col 75}{space 3}  1196059
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2} 41999.72{col 34}{space 2} 90714.85{col 45}{space 1}    0.46{col 54}{space 3}0.647{col 62}{space 4}-143264.7{col 75}{space 3} 227264.2
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2}-49475.78{col 34}{space 2} 81716.44{col 45}{space 1}   -0.61{col 54}{space 3}0.549{col 62}{space 4}  -216363{col 75}{space 3} 117411.4
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-7366.627{col 34}{space 2} 21271.24{col 45}{space 1}   -0.35{col 54}{space 3}0.732{col 62}{space 4} -50808.3{col 75}{space 3} 36075.05
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2} 5036.404{col 34}{space 2} 31250.72{col 45}{space 1}    0.16{col 54}{space 3}0.873{col 62}{space 4}-58786.08{col 75}{space 3} 68858.89
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 32061.54{col 34}{space 2} 34988.13{col 45}{space 1}    0.92{col 54}{space 3}0.367{col 62}{space 4}-39393.77{col 75}{space 3} 103516.8
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-6901.535{col 34}{space 2} 6166.327{col 45}{space 1}   -1.12{col 54}{space 3}0.272{col 62}{space 4}-19494.86{col 75}{space 3} 5691.786
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-40653.04{col 34}{space 2}  10503.5{col 45}{space 1}   -3.87{col 54}{space 3}0.001{col 62}{space 4}-62104.03{col 75}{space 3}-19202.04
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 27474.16{col 34}{space 2} 12184.66{col 45}{space 1}    2.25{col 54}{space 3}0.032{col 62}{space 4} 2589.765{col 75}{space 3} 52358.56
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 39592.08{col 34}{space 2} 16617.67{col 45}{space 1}    2.38{col 54}{space 3}0.024{col 62}{space 4} 5654.268{col 75}{space 3} 73529.89
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 38841.42{col 34}{space 2} 22363.55{col 45}{space 1}    1.74{col 54}{space 3}0.093{col 62}{space 4}-6831.051{col 75}{space 3} 84513.89
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2}  20137.2{col 34}{space 2} 5222.666{col 45}{space 1}    3.86{col 54}{space 3}0.001{col 62}{space 4} 9471.088{col 75}{space 3}  30803.3
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 4380.434{col 34}{space 2} 1595.046{col 45}{space 1}    2.75{col 54}{space 3}0.010{col 62}{space 4} 1122.917{col 75}{space 3} 7637.952
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 717.6368{col 34}{space 2} 719.9101{col 45}{space 1}    1.00{col 54}{space 3}0.327{col 62}{space 4}-752.6157{col 75}{space 3} 2187.889
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 50719.24{col 34}{space 2}  34857.4{col 45}{space 1}    1.46{col 54}{space 3}0.156{col 62}{space 4}-20469.06{col 75}{space 3} 121907.5
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 17571.37{col 34}{space 2} 39967.39{col 45}{space 1}    0.44{col 54}{space 3}0.663{col 62}{space 4}-64052.93{col 75}{space 3} 99195.66
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 8172.195{col 34}{space 2} 2567.391{col 45}{space 1}    3.18{col 54}{space 3}0.003{col 62}{space 4} 2928.883{col 75}{space 3} 13415.51
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 1298.456{col 34}{space 2} 871.7318{col 45}{space 1}    1.49{col 54}{space 3}0.147{col 62}{space 4}-481.8584{col 75}{space 3} 3078.769
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-3383.428{col 34}{space 2}  1465.32{col 45}{space 1}   -2.31{col 54}{space 3}0.028{col 62}{space 4} -6376.01{col 75}{space 3}-390.8454
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-31082.86{col 34}{space 2} 16929.35{col 45}{space 1}   -1.84{col 54}{space 3}0.076{col 62}{space 4} -65657.2{col 75}{space 3} 3491.484
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 10585.57{col 34}{space 2} 19722.85{col 45}{space 1}    0.54{col 54}{space 3}0.595{col 62}{space 4}-29693.86{col 75}{space 3} 50864.99
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 29789.44{col 34}{space 2} 39219.87{col 45}{space 1}    0.76{col 54}{space 3}0.453{col 62}{space 4}-50308.22{col 75}{space 3} 109887.1
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} 544.3231{col 34}{space 2} 35581.24{col 45}{space 1}    0.02{col 54}{space 3}0.988{col 62}{space 4}-72122.25{col 75}{space 3}  73210.9
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}-15912.95{col 34}{space 2} 37877.36{col 45}{space 1}   -0.42{col 54}{space 3}0.677{col 62}{space 4}-93268.84{col 75}{space 3} 61442.95
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2}-10347.17{col 34}{space 2} 40906.38{col 45}{space 1}   -0.25{col 54}{space 3}0.802{col 62}{space 4}-93889.14{col 75}{space 3}  73194.8
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2}-1031.006{col 34}{space 2} 43833.51{col 45}{space 1}   -0.02{col 54}{space 3}0.981{col 62}{space 4}-90550.99{col 75}{space 3} 88488.97
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2}-28913.59{col 34}{space 2} 41960.13{col 45}{space 1}   -0.69{col 54}{space 3}0.496{col 62}{space 4}-114607.6{col 75}{space 3} 56780.43
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 31939.66{col 34}{space 2} 34411.18{col 45}{space 1}    0.93{col 54}{space 3}0.361{col 62}{space 4}-38337.35{col 75}{space 3} 102216.7
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 16094.41{col 34}{space 2} 31714.34{col 45}{space 1}    0.51{col 54}{space 3}0.616{col 62}{space 4}-48674.92{col 75}{space 3} 80863.74
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 46853.23{col 34}{space 2}  32747.9{col 45}{space 1}    1.43{col 54}{space 3}0.163{col 62}{space 4} -20026.9{col 75}{space 3} 113733.4
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} 7240.586{col 34}{space 2} 42429.14{col 45}{space 1}    0.17{col 54}{space 3}0.866{col 62}{space 4}-79411.27{col 75}{space 3} 93892.44
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 39206.77{col 34}{space 2} 42864.09{col 45}{space 1}    0.91{col 54}{space 3}0.368{col 62}{space 4}-48333.38{col 75}{space 3} 126746.9
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2}-18618.35{col 34}{space 2} 71009.26{col 45}{space 1}   -0.26{col 54}{space 3}0.795{col 62}{space 4}-163638.6{col 75}{space 3} 126401.9
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-7296.488{col 34}{space 2} 89819.31{col 45}{space 1}   -0.08{col 54}{space 3}0.936{col 62}{space 4}  -190732{col 75}{space 3}   176139
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 14483.76{col 34}{space 2} 85450.73{col 45}{space 1}    0.17{col 54}{space 3}0.867{col 62}{space 4}-160029.9{col 75}{space 3} 188997.4
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2}-18919.54{col 34}{space 2}  74690.4{col 45}{space 1}   -0.25{col 54}{space 3}0.802{col 62}{space 4}-171457.7{col 75}{space 3} 133618.6
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} 6786.426{col 34}{space 2} 49183.67{col 45}{space 1}    0.14{col 54}{space 3}0.891{col 62}{space 4}-93660.03{col 75}{space 3} 107232.9
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 26814.81{col 34}{space 2} 54799.82{col 45}{space 1}    0.49{col 54}{space 3}0.628{col 62}{space 4}-85101.34{col 75}{space 3}   138731
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-366338.4{col 34}{space 2} 177017.9{col 45}{space 1}   -2.07{col 54}{space 3}0.047{col 62}{space 4}-727857.2{col 75}{space 3}-4819.734
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 338290.63
             {txt}sigma_e {c |} {res} 564121.55
                 {txt}rho {c |} {res} .26449622{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3546189{col 39} -3544198{col 50}    28{col 58}  7088453{col 69}  7088744
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.75 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.75 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 15705.38{col 26}{space 2} 20020.47{col 37}{space 1}    0.78{col 46}{space 3}0.439{col 54}{space 4}-25181.87{col 67}{space 3} 56592.63
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.75 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 21857.84{col 26}{space 2} 11955.25{col 37}{space 1}    1.83{col 46}{space 3}0.077{col 54}{space 4}-2558.045{col 67}{space 3} 46273.72
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.75 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_75{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 111024.8{col 26}{space 2} 38188.75{col 37}{space 1}    2.91{col 46}{space 3}0.007{col 54}{space 4} 33032.92{col 67}{space 3} 189016.6
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.   
.   
. * Q = 0.90 [$ 786,330.1: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(90)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0126                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.3331                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0137                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}-0.0252                        {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_90{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} 38761.66{col 34}{space 2}    66139{col 45}{space 1}    0.59{col 54}{space 3}0.562{col 62}{space 4}-96312.19{col 75}{space 3} 173835.5
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} 85584.37{col 34}{space 2} 72725.09{col 45}{space 1}    1.18{col 54}{space 3}0.249{col 62}{space 4}-62940.07{col 75}{space 3} 234108.8
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2}   246306{col 34}{space 2} 139133.6{col 45}{space 1}    1.77{col 54}{space 3}0.087{col 62}{space 4}-37842.82{col 75}{space 3} 530454.8
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 47611.66{col 34}{space 2} 36645.89{col 45}{space 1}    1.30{col 54}{space 3}0.204{col 62}{space 4}-27229.24{col 75}{space 3} 122452.6
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-194985.2{col 34}{space 2} 135012.8{col 45}{space 1}   -1.44{col 54}{space 3}0.159{col 62}{space 4}-470718.2{col 75}{space 3} 80747.83
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-20529.77{col 34}{space 2} 108107.1{col 45}{space 1}   -0.19{col 54}{space 3}0.851{col 62}{space 4}-241313.9{col 75}{space 3} 200254.4
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 8871.609{col 34}{space 2} 5808.033{col 45}{space 1}    1.53{col 54}{space 3}0.137{col 62}{space 4}-2989.976{col 75}{space 3} 20733.19
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2}-843283.4{col 34}{space 2}  1893226{col 45}{space 1}   -0.45{col 54}{space 3}0.659{col 62}{space 4} -4709767{col 75}{space 3}  3023200
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2}-23303.76{col 34}{space 2} 283660.2{col 45}{space 1}   -0.08{col 54}{space 3}0.935{col 62}{space 4}-602615.2{col 75}{space 3} 556007.6
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2}-218602.2{col 34}{space 2} 283187.8{col 45}{space 1}   -0.77{col 54}{space 3}0.446{col 62}{space 4}-796948.7{col 75}{space 3} 359744.4
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-27112.65{col 34}{space 2} 83595.62{col 45}{space 1}   -0.32{col 54}{space 3}0.748{col 62}{space 4}-197837.7{col 75}{space 3} 143612.4
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}  -122108{col 34}{space 2} 160251.1{col 45}{space 1}   -0.76{col 54}{space 3}0.452{col 62}{space 4}-449384.5{col 75}{space 3} 205168.5
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 89565.96{col 34}{space 2} 151382.3{col 45}{space 1}    0.59{col 54}{space 3}0.559{col 62}{space 4}-219597.9{col 75}{space 3} 398729.9
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-32721.96{col 34}{space 2} 36994.29{col 45}{space 1}   -0.88{col 54}{space 3}0.383{col 62}{space 4}-108274.4{col 75}{space 3} 42830.46
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-183112.5{col 34}{space 2}  78369.1{col 45}{space 1}   -2.34{col 54}{space 3}0.026{col 62}{space 4}-343163.5{col 75}{space 3}-23061.42
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 86090.79{col 34}{space 2} 59458.41{col 45}{space 1}    1.45{col 54}{space 3}0.158{col 62}{space 4}-35339.48{col 75}{space 3} 207521.1
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} 158005.9{col 34}{space 2} 97015.04{col 45}{space 1}    1.63{col 54}{space 3}0.114{col 62}{space 4}-40125.25{col 75}{space 3} 356137.1
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 141273.6{col 34}{space 2} 86155.62{col 45}{space 1}    1.64{col 54}{space 3}0.112{col 62}{space 4}-34679.64{col 75}{space 3} 317226.9
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 47662.44{col 34}{space 2} 19623.79{col 45}{space 1}    2.43{col 54}{space 3}0.021{col 62}{space 4} 7585.313{col 75}{space 3} 87739.57
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 12731.83{col 34}{space 2} 4059.894{col 45}{space 1}    3.14{col 54}{space 3}0.004{col 62}{space 4} 4440.416{col 75}{space 3} 21023.24
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 2789.764{col 34}{space 2} 3422.542{col 45}{space 1}    0.82{col 54}{space 3}0.421{col 62}{space 4}    -4200{col 75}{space 3} 9779.527
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 234310.1{col 34}{space 2} 118695.3{col 45}{space 1}    1.97{col 54}{space 3}0.058{col 62}{space 4}-8098.078{col 75}{space 3} 476718.3
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 59133.23{col 34}{space 2} 102455.8{col 45}{space 1}    0.58{col 54}{space 3}0.568{col 62}{space 4}-150109.4{col 75}{space 3} 268375.8
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 43053.15{col 34}{space 2} 8807.205{col 45}{space 1}    4.89{col 54}{space 3}0.000{col 62}{space 4} 25066.43{col 75}{space 3} 61039.86
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2}  7438.36{col 34}{space 2} 7497.511{col 45}{space 1}    0.99{col 54}{space 3}0.329{col 62}{space 4}-7873.601{col 75}{space 3} 22750.32
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-21704.11{col 34}{space 2} 4986.392{col 45}{space 1}   -4.35{col 54}{space 3}0.000{col 62}{space 4}-31887.68{col 75}{space 3}-11520.54
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-105558.4{col 34}{space 2} 89015.88{col 45}{space 1}   -1.19{col 54}{space 3}0.245{col 62}{space 4}-287353.1{col 75}{space 3} 76236.24
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 130673.1{col 34}{space 2} 68359.92{col 45}{space 1}    1.91{col 54}{space 3}0.066{col 62}{space 4}-8936.512{col 75}{space 3} 270282.7
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 284477.2{col 34}{space 2} 167526.4{col 45}{space 1}    1.70{col 54}{space 3}0.100{col 62}{space 4}-57657.31{col 75}{space 3} 626611.7
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} 205961.1{col 34}{space 2} 184861.7{col 45}{space 1}    1.11{col 54}{space 3}0.274{col 62}{space 4}  -171577{col 75}{space 3} 583499.1
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} 279489.4{col 34}{space 2} 167260.8{col 45}{space 1}    1.67{col 54}{space 3}0.105{col 62}{space 4}-62102.75{col 75}{space 3} 621081.5
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} 335101.6{col 34}{space 2} 159191.9{col 45}{space 1}    2.11{col 54}{space 3}0.044{col 62}{space 4}  9988.28{col 75}{space 3} 660214.9
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 349917.2{col 34}{space 2} 219439.5{col 45}{space 1}    1.59{col 54}{space 3}0.121{col 62}{space 4}-98238.03{col 75}{space 3} 798072.5
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 87709.17{col 34}{space 2} 115355.4{col 45}{space 1}    0.76{col 54}{space 3}0.453{col 62}{space 4}-147877.9{col 75}{space 3} 323296.2
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 269628.6{col 34}{space 2} 99954.27{col 45}{space 1}    2.70{col 54}{space 3}0.011{col 62}{space 4} 65494.79{col 75}{space 3} 473762.5
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}   167436{col 34}{space 2} 135969.3{col 45}{space 1}    1.23{col 54}{space 3}0.228{col 62}{space 4}-110250.3{col 75}{space 3} 445122.3
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} 359852.8{col 34}{space 2}   124388{col 45}{space 1}    2.89{col 54}{space 3}0.007{col 62}{space 4} 105818.5{col 75}{space 3}   613887
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} 72481.58{col 34}{space 2} 239041.6{col 45}{space 1}    0.30{col 54}{space 3}0.764{col 62}{space 4}-415706.5{col 75}{space 3} 560669.6
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2}   113977{col 34}{space 2} 159441.2{col 45}{space 1}    0.71{col 54}{space 3}0.480{col 62}{space 4}-211645.3{col 75}{space 3} 439599.3
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} 22098.58{col 34}{space 2}   293427{col 45}{space 1}    0.08{col 54}{space 3}0.940{col 62}{space 4}-577159.4{col 75}{space 3} 621356.5
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 92614.75{col 34}{space 2} 305775.6{col 45}{space 1}    0.30{col 54}{space 3}0.764{col 62}{space 4}-531862.3{col 75}{space 3} 717091.8
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 110089.8{col 34}{space 2} 334547.3{col 45}{space 1}    0.33{col 54}{space 3}0.744{col 62}{space 4}-573146.9{col 75}{space 3} 793326.5
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} 76163.54{col 34}{space 2} 318971.1{col 45}{space 1}    0.24{col 54}{space 3}0.813{col 62}{space 4}-575262.4{col 75}{space 3} 727589.5
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2} 246090.3{col 34}{space 2} 171951.6{col 45}{space 1}    1.43{col 54}{space 3}0.163{col 62}{space 4}-105081.8{col 75}{space 3} 597262.4
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 362470.6{col 34}{space 2} 199876.7{col 45}{space 1}    1.81{col 54}{space 3}0.080{col 62}{space 4}-45732.17{col 75}{space 3} 770673.3
{txt}{space 15}_cons {c |}{col 22}{res}{space 2}-892679.4{col 34}{space 2} 677455.6{col 45}{space 1}   -1.32{col 54}{space 3}0.198{col 62}{space 4} -2276228{col 75}{space 3} 490869.6
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 1442998.6
             {txt}sigma_e {c |} {res}   2638651
                 {txt}rho {c |} {res} .23021652{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -3918660{col 39} -3917128{col 50}    28{col 58}  7834312{col 69}  7834603
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.90 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.90 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 39750.63{col 26}{space 2} 67826.47{col 37}{space 1}    0.59{col 46}{space 3}0.562{col 54}{space 4} -98769.5{col 67}{space 3} 178270.8
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.90 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 91260.35{col 26}{space 2} 55172.69{col 37}{space 1}    1.65{col 46}{space 3}0.109{col 54}{space 4} -21417.3{col 67}{space 3}   203938
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.90 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_90{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 456317.6{col 26}{space 2} 209226.6{col 37}{space 1}    2.18{col 46}{space 3}0.037{col 54}{space 4} 29019.79{col 67}{space 3} 883615.4
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. 
. *
. *
. *
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
.    
.  
. * Q = 0.95 [$ 1,623,405: N = 241,730] *
. xtrifreg fed_funding   zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  ///
> year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, ///
> fe i(subagency) q(95)

{txt}{hline}
{p 0 8}Model {hi:UQR}{p_end}
{hline}

Fixed-effects (within) regression               Number of obs      = {res}   241730
{txt}Group variable: {res}subagency                       {txt}Number of groups   = {res}       31

{txt}R-sq:  within  = {res}0.0082                         {txt}Obs per group: min = {res}        1
{txt}       between = {res}0.5052                                        {txt}avg = {res}   7797.7
{txt}       overall = {res}0.0116                                        {txt}max = {res}    61960

{col 49}{help j_robustsingular##|_new:F(28,30)}{col 68}{txt}={col 70}{res}        .
{txt}corr(u_i, Xb)  = {res}0.0373                         {txt}Prob > F           =    {res}     .

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}              rif_95{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2} -26178.1{col 34}{space 2} 146355.3{col 45}{space 1}   -0.18{col 54}{space 3}0.859{col 62}{space 4}-325075.6{col 75}{space 3} 272719.4
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} 234532.2{col 34}{space 2} 160569.7{col 45}{space 1}    1.46{col 54}{space 3}0.155{col 62}{space 4}-93394.95{col 75}{space 3} 562459.3
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2} 371638.9{col 34}{space 2}   145391{col 45}{space 1}    2.56{col 54}{space 3}0.016{col 62}{space 4} 74710.92{col 75}{space 3} 668566.8
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} 151265.9{col 34}{space 2} 94776.04{col 45}{space 1}    1.60{col 54}{space 3}0.121{col 62}{space 4}-42292.63{col 75}{space 3} 344824.4
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}-300526.3{col 34}{space 2} 385817.9{col 45}{space 1}   -0.78{col 54}{space 3}0.442{col 62}{space 4} -1088472{col 75}{space 3} 487419.1
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2} 64428.35{col 34}{space 2} 311742.9{col 45}{space 1}    0.21{col 54}{space 3}0.838{col 62}{space 4}-572235.6{col 75}{space 3} 701092.3
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2} 16106.68{col 34}{space 2} 19346.09{col 45}{space 1}    0.83{col 54}{space 3}0.412{col 62}{space 4} -23403.3{col 75}{space 3} 55616.66
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 548626.7{col 34}{space 2}  4429632{col 45}{space 1}    0.12{col 54}{space 3}0.902{col 62}{space 4} -8497889{col 75}{space 3}  9595142
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2}-125539.9{col 34}{space 2} 648294.8{col 45}{space 1}   -0.19{col 54}{space 3}0.848{col 62}{space 4} -1449535{col 75}{space 3}  1198455
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2}-216439.2{col 34}{space 2} 489056.3{col 45}{space 1}   -0.44{col 54}{space 3}0.661{col 62}{space 4} -1215225{col 75}{space 3} 782347.1
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-145361.2{col 34}{space 2} 202302.8{col 45}{space 1}   -0.72{col 54}{space 3}0.478{col 62}{space 4}-558518.6{col 75}{space 3} 267796.3
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2}-283324.2{col 34}{space 2} 280540.9{col 45}{space 1}   -1.01{col 54}{space 3}0.321{col 62}{space 4}-856265.1{col 75}{space 3} 289616.8
{txt}{space 13}unified {c |}{col 22}{res}{space 2} 64297.66{col 34}{space 2} 333534.4{col 45}{space 1}    0.19{col 54}{space 3}0.848{col 62}{space 4}-616870.4{col 75}{space 3} 745465.7
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-51243.65{col 34}{space 2} 90934.14{col 45}{space 1}   -0.56{col 54}{space 3}0.577{col 62}{space 4}  -236956{col 75}{space 3} 134468.6
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-352667.1{col 34}{space 2} 162853.9{col 45}{space 1}   -2.17{col 54}{space 3}0.038{col 62}{space 4}  -685259{col 75}{space 3}-20075.11
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} 153246.9{col 34}{space 2} 182461.5{col 45}{space 1}    0.84{col 54}{space 3}0.408{col 62}{space 4}-219389.2{col 75}{space 3}   525883
{txt}{space 11}house_app {c |}{col 22}{res}{space 2}   238720{col 34}{space 2}   214624{col 45}{space 1}    1.11{col 54}{space 3}0.275{col 62}{space 4}-199600.6{col 75}{space 3} 677040.7
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} 339370.2{col 34}{space 2} 231921.7{col 45}{space 1}    1.46{col 54}{space 3}0.154{col 62}{space 4}-134277.1{col 75}{space 3} 813017.5
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} 107182.4{col 34}{space 2} 48926.28{col 45}{space 1}    2.19{col 54}{space 3}0.036{col 62}{space 4} 7261.642{col 75}{space 3} 207103.2
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} 29427.99{col 34}{space 2}  7627.38{col 45}{space 1}    3.86{col 54}{space 3}0.001{col 62}{space 4}  13850.8{col 75}{space 3} 45005.18
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} 4324.635{col 34}{space 2} 7357.668{col 45}{space 1}    0.59{col 54}{space 3}0.561{col 62}{space 4}-10701.73{col 75}{space 3}    19351
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} 579456.1{col 34}{space 2} 229255.2{col 45}{space 1}    2.53{col 54}{space 3}0.017{col 62}{space 4} 111254.5{col 75}{space 3}  1047658
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} 117887.3{col 34}{space 2}   219404{col 45}{space 1}    0.54{col 54}{space 3}0.595{col 62}{space 4}-330195.3{col 75}{space 3}   565970
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} 87026.32{col 34}{space 2} 20868.79{col 45}{space 1}    4.17{col 54}{space 3}0.000{col 62}{space 4} 44406.57{col 75}{space 3} 129646.1
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} 22248.12{col 34}{space 2} 9820.524{col 45}{space 1}    2.27{col 54}{space 3}0.031{col 62}{space 4} 2191.934{col 75}{space 3} 42304.31
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-48987.16{col 34}{space 2} 10512.41{col 45}{space 1}   -4.66{col 54}{space 3}0.000{col 62}{space 4}-70456.38{col 75}{space 3}-27517.95
{txt}{space 13}year_89 {c |}{col 22}{res}{space 2}-323626.8{col 34}{space 2} 204982.2{col 45}{space 1}   -1.58{col 54}{space 3}0.125{col 62}{space 4}-742256.3{col 75}{space 3} 95002.74
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_91 {c |}{col 22}{res}{space 2} 238014.9{col 34}{space 2} 203181.8{col 45}{space 1}    1.17{col 54}{space 3}0.251{col 62}{space 4}-176937.7{col 75}{space 3} 652967.5
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} 741456.9{col 34}{space 2} 326530.6{col 45}{space 1}    2.27{col 54}{space 3}0.031{col 62}{space 4} 74592.52{col 75}{space 3}  1408321
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} 491722.8{col 34}{space 2} 499502.8{col 45}{space 1}    0.98{col 54}{space 3}0.333{col 62}{space 4}-528398.1{col 75}{space 3}  1511844
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2} 821886.7{col 34}{space 2}   396189{col 45}{space 1}    2.07{col 54}{space 3}0.047{col 62}{space 4}  12760.9{col 75}{space 3}  1631013
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} 892890.2{col 34}{space 2} 531907.9{col 45}{space 1}    1.68{col 54}{space 3}0.104{col 62}{space 4}-193410.7{col 75}{space 3}  1979191
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} 728343.9{col 34}{space 2} 393476.1{col 45}{space 1}    1.85{col 54}{space 3}0.074{col 62}{space 4} -75241.6{col 75}{space 3}  1531929
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} 58959.14{col 34}{space 2} 217151.3{col 45}{space 1}    0.27{col 54}{space 3}0.788{col 62}{space 4}  -384523{col 75}{space 3} 502441.2
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2} 393801.1{col 34}{space 2} 263350.1{col 45}{space 1}    1.50{col 54}{space 3}0.145{col 62}{space 4}-144031.5{col 75}{space 3} 931633.8
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2} 342870.5{col 34}{space 2} 331368.2{col 45}{space 1}    1.03{col 54}{space 3}0.309{col 62}{space 4}-333873.7{col 75}{space 3}  1019615
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2}   597379{col 34}{space 2} 264902.5{col 45}{space 1}    2.26{col 54}{space 3}0.032{col 62}{space 4} 56375.94{col 75}{space 3}  1138382
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2}-25618.57{col 34}{space 2} 618544.1{col 45}{space 1}   -0.04{col 54}{space 3}0.967{col 62}{space 4} -1288854{col 75}{space 3}  1237617
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} 134735.9{col 34}{space 2} 393933.1{col 45}{space 1}    0.34{col 54}{space 3}0.735{col 62}{space 4}-669782.8{col 75}{space 3} 939254.6
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} 64580.73{col 34}{space 2} 683676.6{col 45}{space 1}    0.09{col 54}{space 3}0.925{col 62}{space 4} -1331673{col 75}{space 3}  1460835
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2} 218831.1{col 34}{space 2}   675265{col 45}{space 1}    0.32{col 54}{space 3}0.748{col 62}{space 4} -1160244{col 75}{space 3}  1597906
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} 148415.8{col 34}{space 2} 801249.3{col 45}{space 1}    0.19{col 54}{space 3}0.854{col 62}{space 4} -1487953{col 75}{space 3}  1784785
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} 62399.22{col 34}{space 2} 799074.8{col 45}{space 1}    0.08{col 54}{space 3}0.938{col 62}{space 4} -1569529{col 75}{space 3}  1694328
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}   296655{col 34}{space 2}   457264{col 45}{space 1}    0.65{col 54}{space 3}0.521{col 62}{space 4}-637202.7{col 75}{space 3}  1230513
{txt}{space 13}year_08 {c |}{col 22}{res}{space 2} 391253.2{col 34}{space 2} 417119.3{col 45}{space 1}    0.94{col 54}{space 3}0.356{col 62}{space 4}-460618.1{col 75}{space 3}  1243125
{txt}{space 15}_cons {c |}{col 22}{res}{space 2} -2197091{col 34}{space 2}  1650924{col 45}{space 1}   -1.33{col 54}{space 3}0.193{col 62}{space 4} -5568728{col 75}{space 3}  1174546
{txt}{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
             sigma_u {c |} {res} 4513147.2
             {txt}sigma_e {c |} {res} 6765057.9
                 {txt}rho {c |} {res} .30798593{txt}   (fraction of variance due to u_i)
{hline 21}{c BT}{hline 64}
F test that all u_i=0: F({res}30{txt}, {res}30{txt}) = {res}.                         {txt}Prob > F = {res}     .
{txt}
{com}. 
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28} -4145718{col 39} -4144718{col 50}    28{col 58}  8289491{col 69}  8289783
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. 
. 
. 
. *** AVERAGE MARGINAL INTERQUARTILE RANGE EFFECTS OF KEY INTERACTION COVARIATES ON COOPERATIVE AGREEMENT SIZE [IN CONSTANT DOLLAR TERMS] AT Q = 0.95 ///
> 
. 
. *** NOTE: GOVERNMENT PARTNER/RECIPIENT EFFECT IS THE BASELINE EFFECT APPEARING FIRST, THE TOTAL NON-PROFIT PARTNER/RECIPIENT EFFECT APPEARS SECOND, ///
> ****      THE PRIVATE PARTNER/RECIPIENT APPEARS THIRD 
. 
. 
. ** ESTIMATES FOR FIGURE 6A: Q = 0.95 [GOVERNMENT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046 - zpolicy2_abszero*1.452532) 

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2}-26846.01{col 26}{space 2} 150089.5{col 37}{space 1}   -0.18{col 46}{space 3}0.859{col 54}{space 4}-333369.6{col 67}{space 3} 279677.6
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6B: Q = 0.95 [NON-PROFIT PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2aznp*2.320016 - zpolicy2_abszero*1.452532 - zpol2aznp*1.718157)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + .601859{res}*{res}zpol2aznp = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 114309.3{col 26}{space 2} 133049.1{col 37}{space 1}    0.86{col 46}{space 3}0.397{col 54}{space 4}-157413.2{col 67}{space 3} 386031.8
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. ** ESTIMATES FOR FIGURE 6C: Q = 0.95 [PRIVATE PARTNER/RECIPIENT] **
. lincom (zpolicy2_abszero*2.478046  + zpol2azpriv*2.807556 - zpolicy2_abszero*1.452532 - zpol2azpriv*1.116298)

{p 0 7}{space 1}{text:( 1)}{space 1} {res}1.025514{res}*{res}zpolicy2_abszero + 1.691258{res}*{res}zpol2azpriv = 0{p_end}

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}      rif_95{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 9}(1) {c |}{col 14}{res}{space 2} 601691.2{col 26}{space 2} 218040.3{col 37}{space 1}    2.76{col 46}{space 3}0.010{col 54}{space 4} 156393.5{col 67}{space 3}  1046989
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *
. *
. *
. 
. 
. 
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
. **************************************************************************************************************************************************************************************
.    
. 
. ** FOR REGRESSION COMPARISON PURPOSES ONLY **   
.  
. * E [LN (Y)] LOGGED TRANSFORMED CONDITIONAL MEAN [OLS]: [UNTRANSFORMED: $ 408,215; LOGGED TRANSFORMED CONVERSION: $ 61,101: N = 241,730] *
. regress ln_fed_funding  zpolicy2_abszero zpol2aznp zpol2azpriv  zmanage2_abszero  ceo privmgt  pctagency_packing  perc_prof  nonprofit_recip private_recip zloyalty2_abszero  ///
> electionyear unified pres_party house_majority any_chair house_app house_ways lnnewpop pctpoverty pcincomecd   action_a action_b ///
> ln_l1_recip_grantamt ln_l2_recip_grantamt ln_l3_recip_grantamt  i.subagency year_89 year_90 year_91 year_92 year_93 year_94  year_95 year_96 year_97 ///
> year_98 year_99 year_00 year_01 year_02 year_03 year_04 year_05 year_06 year_07 year_08, vce(cluster subagency) 
{p 0 6 2}{txt}note: year_07 omitted because of collinearity{p_end}

Linear regression                               Number of obs     = {res}   241,730
                                                {txt}{help j_robustsingular:F(27, 30) }        =  {res}        .
                                                {txt}Prob > F          = {res}         .
                                                {txt}R-squared         = {res}    0.3126
                                                {txt}Root MSE          =    {res} 1.7101

{txt}{ralign 86:(Std. Err. adjusted for {res:31} clusters in subagency)}
{hline 21}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 22}{c |}{col 34}    Robust
{col 1}      ln_fed_funding{col 22}{c |}      Coef.{col 34}   Std. Err.{col 46}      t{col 54}   P>|t|{col 62}     [95% Con{col 75}f. Interval]
{hline 21}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 4}zpolicy2_abszero {c |}{col 22}{res}{space 2}  .060019{col 34}{space 2} .0674347{col 45}{space 1}    0.89{col 54}{space 3}0.381{col 62}{space 4} -.077701{col 75}{space 3}  .197739
{txt}{space 11}zpol2aznp {c |}{col 22}{res}{space 2} .1003442{col 34}{space 2} .1032709{col 45}{space 1}    0.97{col 54}{space 3}0.339{col 62}{space 4}-.1105631{col 75}{space 3} .3112516
{txt}{space 9}zpol2azpriv {c |}{col 22}{res}{space 2}  .589036{col 34}{space 2} .1329802{col 45}{space 1}    4.43{col 54}{space 3}0.000{col 62}{space 4} .3174543{col 75}{space 3} .8606178
{txt}{space 4}zmanage2_abszero {c |}{col 22}{res}{space 2} .0144185{col 34}{space 2} .0389164{col 45}{space 1}    0.37{col 54}{space 3}0.714{col 62}{space 4}-.0650594{col 75}{space 3} .0938963
{txt}{space 17}ceo {c |}{col 22}{res}{space 2}  .065066{col 34}{space 2} .0948193{col 45}{space 1}    0.69{col 54}{space 3}0.498{col 62}{space 4}-.1285808{col 75}{space 3} .2587128
{txt}{space 13}privmgt {c |}{col 22}{res}{space 2}-.3567783{col 34}{space 2} .0869895{col 45}{space 1}   -4.10{col 54}{space 3}0.000{col 62}{space 4}-.5344345{col 75}{space 3} -.179122
{txt}{space 3}pctagency_packing {c |}{col 22}{res}{space 2}   .00062{col 34}{space 2}  .006425{col 45}{space 1}    0.10{col 54}{space 3}0.924{col 62}{space 4}-.0125017{col 75}{space 3} .0137416
{txt}{space 11}perc_prof {c |}{col 22}{res}{space 2} 1.077881{col 34}{space 2} 1.529723{col 45}{space 1}    0.70{col 54}{space 3}0.486{col 62}{space 4}-2.046231{col 75}{space 3} 4.201993
{txt}{space 5}nonprofit_recip {c |}{col 22}{res}{space 2}-.0631764{col 34}{space 2} .3578545{col 45}{space 1}   -0.18{col 54}{space 3}0.861{col 62}{space 4}-.7940128{col 75}{space 3}   .66766
{txt}{space 7}private_recip {c |}{col 22}{res}{space 2}-1.541547{col 34}{space 2} .5446053{col 45}{space 1}   -2.83{col 54}{space 3}0.008{col 62}{space 4}-2.653779{col 75}{space 3}-.4293142
{txt}{space 3}zloyalty2_abszero {c |}{col 22}{res}{space 2}-.0384052{col 34}{space 2} .0889083{col 45}{space 1}   -0.43{col 54}{space 3}0.669{col 62}{space 4}-.2199801{col 75}{space 3} .1431698
{txt}{space 8}electionyear {c |}{col 22}{res}{space 2} .1656358{col 34}{space 2} .1723416{col 45}{space 1}    0.96{col 54}{space 3}0.344{col 62}{space 4}-.1863327{col 75}{space 3} .5176042
{txt}{space 13}unified {c |}{col 22}{res}{space 2} .1565345{col 34}{space 2} .1084956{col 45}{space 1}    1.44{col 54}{space 3}0.159{col 62}{space 4}-.0650431{col 75}{space 3}  .378112
{txt}{space 10}pres_party {c |}{col 22}{res}{space 2}-.0354179{col 34}{space 2} .0315934{col 45}{space 1}   -1.12{col 54}{space 3}0.271{col 62}{space 4}-.0999402{col 75}{space 3} .0291045
{txt}{space 6}house_majority {c |}{col 22}{res}{space 2}-.1627089{col 34}{space 2} .0492613{col 45}{space 1}   -3.30{col 54}{space 3}0.002{col 62}{space 4} -.263314{col 75}{space 3}-.0621039
{txt}{space 11}any_chair {c |}{col 22}{res}{space 2} .0968737{col 34}{space 2} .0350542{col 45}{space 1}    2.76{col 54}{space 3}0.010{col 62}{space 4} .0252835{col 75}{space 3}  .168464
{txt}{space 11}house_app {c |}{col 22}{res}{space 2} .1948293{col 34}{space 2} .0513709{col 45}{space 1}    3.79{col 54}{space 3}0.001{col 62}{space 4} .0899159{col 75}{space 3} .2997427
{txt}{space 10}house_ways {c |}{col 22}{res}{space 2} .1013703{col 34}{space 2} .0664694{col 45}{space 1}    1.53{col 54}{space 3}0.138{col 62}{space 4}-.0343784{col 75}{space 3}  .237119
{txt}{space 12}lnnewpop {c |}{col 22}{res}{space 2} .1350706{col 34}{space 2} .0267594{col 45}{space 1}    5.05{col 54}{space 3}0.000{col 62}{space 4} .0804206{col 75}{space 3} .1897207
{txt}{space 10}pctpoverty {c |}{col 22}{res}{space 2} .0164783{col 34}{space 2} .0077298{col 45}{space 1}    2.13{col 54}{space 3}0.041{col 62}{space 4}  .000692{col 75}{space 3} .0322646
{txt}{space 10}pcincomecd {c |}{col 22}{res}{space 2} .0033867{col 34}{space 2} .0017686{col 45}{space 1}    1.91{col 54}{space 3}0.065{col 62}{space 4}-.0002253{col 75}{space 3} .0069987
{txt}{space 12}action_a {c |}{col 22}{res}{space 2} .4038882{col 34}{space 2} .1752137{col 45}{space 1}    2.31{col 54}{space 3}0.028{col 62}{space 4}  .046054{col 75}{space 3} .7617223
{txt}{space 12}action_b {c |}{col 22}{res}{space 2} .1234733{col 34}{space 2} .1729982{col 45}{space 1}    0.71{col 54}{space 3}0.481{col 62}{space 4}-.2298362{col 75}{space 3} .4767829
{txt}ln_l1_recip_grantamt {c |}{col 22}{res}{space 2} .0495341{col 34}{space 2} .0118903{col 45}{space 1}    4.17{col 54}{space 3}0.000{col 62}{space 4} .0252509{col 75}{space 3} .0738172
{txt}ln_l2_recip_grantamt {c |}{col 22}{res}{space 2} .0109435{col 34}{space 2} .0037135{col 45}{space 1}    2.95{col 54}{space 3}0.006{col 62}{space 4} .0033595{col 75}{space 3} .0185276
{txt}ln_l3_recip_grantamt {c |}{col 22}{res}{space 2}-.0032273{col 34}{space 2}  .005301{col 45}{space 1}   -0.61{col 54}{space 3}0.547{col 62}{space 4}-.0140534{col 75}{space 3} .0075989
{txt}{space 20} {c |}
{space 11}subagency {c |}
{space 18}2  {c |}{col 22}{res}{space 2} 1.901326{col 34}{space 2} .1336072{col 45}{space 1}   14.23{col 54}{space 3}0.000{col 62}{space 4} 1.628464{col 75}{space 3} 2.174188
{txt}{space 18}3  {c |}{col 22}{res}{space 2} 2.185561{col 34}{space 2} .1402667{col 45}{space 1}   15.58{col 54}{space 3}0.000{col 62}{space 4} 1.899098{col 75}{space 3} 2.472024
{txt}{space 18}4  {c |}{col 22}{res}{space 2} 2.021609{col 34}{space 2} .3571198{col 45}{space 1}    5.66{col 54}{space 3}0.000{col 62}{space 4} 1.292273{col 75}{space 3} 2.750945
{txt}{space 18}5  {c |}{col 22}{res}{space 2} 1.550786{col 34}{space 2} .4649552{col 45}{space 1}    3.34{col 54}{space 3}0.002{col 62}{space 4} .6012205{col 75}{space 3} 2.500351
{txt}{space 18}6  {c |}{col 22}{res}{space 2} 1.641551{col 34}{space 2} .3077399{col 45}{space 1}    5.33{col 54}{space 3}0.000{col 62}{space 4} 1.013062{col 75}{space 3}  2.27004
{txt}{space 18}7  {c |}{col 22}{res}{space 2} 2.831476{col 34}{space 2} .2709517{col 45}{space 1}   10.45{col 54}{space 3}0.000{col 62}{space 4} 2.278119{col 75}{space 3} 3.384834
{txt}{space 18}8  {c |}{col 22}{res}{space 2} 2.107667{col 34}{space 2} .2334904{col 45}{space 1}    9.03{col 54}{space 3}0.000{col 62}{space 4} 1.630816{col 75}{space 3} 2.584518
{txt}{space 18}9  {c |}{col 22}{res}{space 2} 1.658918{col 34}{space 2} .3468485{col 45}{space 1}    4.78{col 54}{space 3}0.000{col 62}{space 4} .9505583{col 75}{space 3} 2.367277
{txt}{space 17}11  {c |}{col 22}{res}{space 2}  1.60094{col 34}{space 2} .4498937{col 45}{space 1}    3.56{col 54}{space 3}0.001{col 62}{space 4} .6821344{col 75}{space 3} 2.519745
{txt}{space 17}12  {c |}{col 22}{res}{space 2} 3.207292{col 34}{space 2} .3111937{col 45}{space 1}   10.31{col 54}{space 3}0.000{col 62}{space 4}  2.57175{col 75}{space 3} 3.842834
{txt}{space 17}13  {c |}{col 22}{res}{space 2} .0999262{col 34}{space 2} .1897141{col 45}{space 1}    0.53{col 54}{space 3}0.602{col 62}{space 4}-.2875217{col 75}{space 3} .4873741
{txt}{space 17}14  {c |}{col 22}{res}{space 2} 2.180063{col 34}{space 2} .3879161{col 45}{space 1}    5.62{col 54}{space 3}0.000{col 62}{space 4} 1.387832{col 75}{space 3} 2.972293
{txt}{space 17}15  {c |}{col 22}{res}{space 2} 1.750606{col 34}{space 2} .1770804{col 45}{space 1}    9.89{col 54}{space 3}0.000{col 62}{space 4} 1.388959{col 75}{space 3} 2.112252
{txt}{space 17}16  {c |}{col 22}{res}{space 2} 2.990671{col 34}{space 2} .2824443{col 45}{space 1}   10.59{col 54}{space 3}0.000{col 62}{space 4} 2.413843{col 75}{space 3} 3.567499
{txt}{space 17}17  {c |}{col 22}{res}{space 2} 2.307109{col 34}{space 2} .3455045{col 45}{space 1}    6.68{col 54}{space 3}0.000{col 62}{space 4} 1.601495{col 75}{space 3} 3.012724
{txt}{space 17}18  {c |}{col 22}{res}{space 2}-.6508109{col 34}{space 2} .4360477{col 45}{space 1}   -1.49{col 54}{space 3}0.146{col 62}{space 4}-1.541339{col 75}{space 3} .2397174
{txt}{space 17}21  {c |}{col 22}{res}{space 2}  1.50363{col 34}{space 2} .3326441{col 45}{space 1}    4.52{col 54}{space 3}0.000{col 62}{space 4} .8242803{col 75}{space 3}  2.18298
{txt}{space 17}22  {c |}{col 22}{res}{space 2} .8676242{col 34}{space 2} .4515887{col 45}{space 1}    1.92{col 54}{space 3}0.064{col 62}{space 4}-.0546431{col 75}{space 3} 1.789891
{txt}{space 17}24  {c |}{col 22}{res}{space 2}  .460011{col 34}{space 2}  .572027{col 45}{space 1}    0.80{col 54}{space 3}0.428{col 62}{space 4}-.7082239{col 75}{space 3} 1.628246
{txt}{space 17}25  {c |}{col 22}{res}{space 2} 2.583693{col 34}{space 2}  .289124{col 45}{space 1}    8.94{col 54}{space 3}0.000{col 62}{space 4} 1.993223{col 75}{space 3} 3.174163
{txt}{space 17}26  {c |}{col 22}{res}{space 2}  2.94986{col 34}{space 2}  .491588{col 45}{space 1}    6.00{col 54}{space 3}0.000{col 62}{space 4} 1.945903{col 75}{space 3} 3.953817
{txt}{space 17}28  {c |}{col 22}{res}{space 2} 4.170806{col 34}{space 2} .1583977{col 45}{space 1}   26.33{col 54}{space 3}0.000{col 62}{space 4} 3.847315{col 75}{space 3} 4.494298
{txt}{space 17}45  {c |}{col 22}{res}{space 2}-1.675159{col 34}{space 2} .5353707{col 45}{space 1}   -3.13{col 54}{space 3}0.004{col 62}{space 4}-2.768532{col 75}{space 3}-.5817862
{txt}{space 17}55  {c |}{col 22}{res}{space 2} 1.184801{col 34}{space 2} .3857009{col 45}{space 1}    3.07{col 54}{space 3}0.004{col 62}{space 4} .3970944{col 75}{space 3} 1.972507
{txt}{space 17}56  {c |}{col 22}{res}{space 2}-2.084595{col 34}{space 2} .4868277{col 45}{space 1}   -4.28{col 54}{space 3}0.000{col 62}{space 4} -3.07883{col 75}{space 3} -1.09036
{txt}{space 17}57  {c |}{col 22}{res}{space 2} 1.815328{col 34}{space 2} .2386542{col 45}{space 1}    7.61{col 54}{space 3}0.000{col 62}{space 4} 1.327931{col 75}{space 3} 2.302725
{txt}{space 17}59  {c |}{col 22}{res}{space 2} 1.841099{col 34}{space 2} .4410293{col 45}{space 1}    4.17{col 54}{space 3}0.000{col 62}{space 4} .9403966{col 75}{space 3} 2.741801
{txt}{space 17}60  {c |}{col 22}{res}{space 2} 1.636464{col 34}{space 2} .3828963{col 45}{space 1}    4.27{col 54}{space 3}0.000{col 62}{space 4}  .854485{col 75}{space 3} 2.418442
{txt}{space 17}63  {c |}{col 22}{res}{space 2} 1.980179{col 34}{space 2} .4547282{col 45}{space 1}    4.35{col 54}{space 3}0.000{col 62}{space 4}   1.0515{col 75}{space 3} 2.908858
{txt}{space 17}71  {c |}{col 22}{res}{space 2}-.3785503{col 34}{space 2}  .333634{col 45}{space 1}   -1.13{col 54}{space 3}0.266{col 62}{space 4}-1.059922{col 75}{space 3} .3028212
{txt}{space 20} {c |}
{space 13}year_89 {c |}{col 22}{res}{space 2} .1413598{col 34}{space 2} .1373079{col 45}{space 1}    1.03{col 54}{space 3}0.311{col 62}{space 4}-.1390603{col 75}{space 3} .4217799
{txt}{space 13}year_90 {c |}{col 22}{res}{space 2} .2460183{col 34}{space 2} .1467581{col 45}{space 1}    1.68{col 54}{space 3}0.104{col 62}{space 4}-.0537018{col 75}{space 3} .5457383
{txt}{space 13}year_91 {c |}{col 22}{res}{space 2} .3763607{col 34}{space 2} .2010191{col 45}{space 1}    1.87{col 54}{space 3}0.071{col 62}{space 4} -.034175{col 75}{space 3} .7868964
{txt}{space 13}year_92 {c |}{col 22}{res}{space 2} .1972315{col 34}{space 2} .1356573{col 45}{space 1}    1.45{col 54}{space 3}0.156{col 62}{space 4}-.0798176{col 75}{space 3} .4742807
{txt}{space 13}year_93 {c |}{col 22}{res}{space 2} .1150181{col 34}{space 2}  .225274{col 45}{space 1}    0.51{col 54}{space 3}0.613{col 62}{space 4}-.3450528{col 75}{space 3}  .575089
{txt}{space 13}year_94 {c |}{col 22}{res}{space 2}  .165021{col 34}{space 2} .2212938{col 45}{space 1}    0.75{col 54}{space 3}0.462{col 62}{space 4}-.2869212{col 75}{space 3} .6169632
{txt}{space 13}year_95 {c |}{col 22}{res}{space 2} .1668188{col 34}{space 2} .1357331{col 45}{space 1}    1.23{col 54}{space 3}0.229{col 62}{space 4}-.1103852{col 75}{space 3} .4440228
{txt}{space 13}year_96 {c |}{col 22}{res}{space 2} .0467859{col 34}{space 2} .1389153{col 45}{space 1}    0.34{col 54}{space 3}0.739{col 62}{space 4} -.236917{col 75}{space 3} .3304887
{txt}{space 13}year_97 {c |}{col 22}{res}{space 2} .1690598{col 34}{space 2} .1667693{col 45}{space 1}    1.01{col 54}{space 3}0.319{col 62}{space 4}-.1715286{col 75}{space 3} .5096482
{txt}{space 13}year_98 {c |}{col 22}{res}{space 2}  .301574{col 34}{space 2} .1561025{col 45}{space 1}    1.93{col 54}{space 3}0.063{col 62}{space 4}-.0172299{col 75}{space 3} .6203779
{txt}{space 13}year_99 {c |}{col 22}{res}{space 2}  .248228{col 34}{space 2}   .12452{col 45}{space 1}    1.99{col 54}{space 3}0.055{col 62}{space 4}-.0060757{col 75}{space 3} .5025316
{txt}{space 13}year_00 {c |}{col 22}{res}{space 2} .1184125{col 34}{space 2}  .113017{col 45}{space 1}    1.05{col 54}{space 3}0.303{col 62}{space 4} -.112399{col 75}{space 3} .3492239
{txt}{space 13}year_01 {c |}{col 22}{res}{space 2} .1099663{col 34}{space 2} .2129144{col 45}{space 1}    0.52{col 54}{space 3}0.609{col 62}{space 4}-.3248628{col 75}{space 3} .5447955
{txt}{space 13}year_02 {c |}{col 22}{res}{space 2} .3105814{col 34}{space 2} .1852866{col 45}{space 1}    1.68{col 54}{space 3}0.104{col 62}{space 4}-.0678244{col 75}{space 3} .6889871
{txt}{space 13}year_03 {c |}{col 22}{res}{space 2} .1653378{col 34}{space 2} .2750392{col 45}{space 1}    0.60{col 54}{space 3}0.552{col 62}{space 4}-.3963672{col 75}{space 3} .7270427
{txt}{space 13}year_04 {c |}{col 22}{res}{space 2}-.0117729{col 34}{space 2} .2673438{col 45}{space 1}   -0.04{col 54}{space 3}0.965{col 62}{space 4}-.5577617{col 75}{space 3} .5342159
{txt}{space 13}year_05 {c |}{col 22}{res}{space 2} .1856209{col 34}{space 2} .3367997{col 45}{space 1}    0.55{col 54}{space 3}0.586{col 62}{space 4}-.5022159{col 75}{space 3} .8734578
{txt}{space 13}year_06 {c |}{col 22}{res}{space 2} .0664877{col 34}{space 2} .2798148{col 45}{space 1}    0.24{col 54}{space 3}0.814{col 62}{space 4}-.5049703{col 75}{space 3} .6379457
{txt}{space 13}year_07 {c |}{col 22}{res}{space 2}        0{col 34}{txt}  (omitted)
{space 13}year_08 {c |}{col 22}{res}{space 2}-.1307756{col 34}{space 2} .1681065{col 45}{space 1}   -0.78{col 54}{space 3}0.443{col 62}{space 4}-.4740948{col 75}{space 3} .2125436
{txt}{space 15}_cons {c |}{col 22}{res}{space 2} 6.751497{col 34}{space 2} .5354599{col 45}{space 1}   12.61{col 54}{space 3}0.000{col 62}{space 4} 5.657942{col 75}{space 3} 7.845052
{txt}{hline 21}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. 
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. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   241,730{col 28}-517961.1{col 39}  -472659{col 50}    28{col 58}   945374{col 69} 945665.1
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

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. save "C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Data\cooperativeagreements.grantlevel.MANUSCRIPT MODELS.11-06-2020.dta", replace
{txt}file C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Data\cooperativeagreements.grantlevel.MANUSCRIPT MODELS.11-06-2020.dta saved

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      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Cooperative Agreements\Empirics\OCTOBER 2020\Output\cooperativeagreements.UQFE.11-11-2020.MANUSCRIPT MODELS.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res}11 Nov 2020, 11:53:37
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